Optimize with Optuna¶

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Installation¶

In [ ]:

!pip install optuna

!pip install optuna

Sample Strategy¶

In [1]:

# import talib.abstract as ta

from lettrade import DataFeed, Strategy, indicator as i
from lettrade.exchange.backtest import ForexBackTestAccount, let_backtest
from lettrade.indicator.vendor.qtpylib import inject_indicators

inject_indicators()


class SmaCross(Strategy):
    ema1_period = 9
    ema2_period = 21

    def indicators(self, df: DataFeed):
        # df["ema1"] = ta.EMA(df, timeperiod=self.ema1_period)
        # df["ema2"] = ta.EMA(df, timeperiod=self.ema2_period)
        df["ema1"] = df.close.ema(window=self.ema1_period)
        df["ema2"] = df.close.ema(window=self.ema2_period)

        df["signal_ema_crossover"] = i.crossover(df.ema1, df.ema2)
        df["signal_ema_crossunder"] = i.crossunder(df.ema1, df.ema2)

    def next(self, df: DataFeed):
        if len(self.orders) > 0 or len(self.positions) > 0:
            return

        if df.l.signal_ema_crossover[-1]:
            price = df.l.close[-1]
            self.buy(size=0.1, sl=price - 0.001, tp=price + 0.001)
        elif df.l.signal_ema_crossunder[-1]:
            price = df.l.close[-1]
            self.sell(size=0.1, sl=price + 0.001, tp=price - 0.001)


lt = let_backtest(
    strategy=SmaCross,
    datas="example/data/data/EURUSD_5m_0_10000.csv",
    account=ForexBackTestAccount,
    # plotter=None,
)

# import talib.abstract as ta from lettrade import DataFeed, Strategy, indicator as i from lettrade.exchange.backtest import ForexBackTestAccount, let_backtest from lettrade.indicator.vendor.qtpylib import inject_indicators inject_indicators() class SmaCross(Strategy): ema1_period = 9 ema2_period = 21 def indicators(self, df: DataFeed): # df["ema1"] = ta.EMA(df, timeperiod=self.ema1_period) # df["ema2"] = ta.EMA(df, timeperiod=self.ema2_period) df["ema1"] = df.close.ema(window=self.ema1_period) df["ema2"] = df.close.ema(window=self.ema2_period) df["signal_ema_crossover"] = i.crossover(df.ema1, df.ema2) df["signal_ema_crossunder"] = i.crossunder(df.ema1, df.ema2) def next(self, df: DataFeed): if len(self.orders) > 0 or len(self.positions) > 0: return if df.l.signal_ema_crossover[-1]: price = df.l.close[-1] self.buy(size=0.1, sl=price - 0.001, tp=price + 0.001) elif df.l.signal_ema_crossunder[-1]: price = df.l.close[-1] self.sell(size=0.1, sl=price + 0.001, tp=price - 0.001) lt = let_backtest( strategy=SmaCross, datas="example/data/data/EURUSD_5m_0_10000.csv", account=ForexBackTestAccount, # plotter=None, )

Optimize¶

In [2]:

import optuna

lettrade_model = lt.optimize_model()


def train_model(trial):
    params = {
        "ema1_period": trial.suggest_int("ema1_period", 5, 25, step=1),
        "ema2_period": trial.suggest_int("ema2_period", 10, 50, step=1),
    }

    # Model
    result = lettrade_model(params)

    # Score
    return result["equity"]


study = optuna.create_study(
    study_name="example-study",
    direction="maximize",
    # storage='sqlite:///example.db',
    load_if_exists=True,
)

study.optimize(train_model, n_trials=1_000)

import optuna lettrade_model = lt.optimize_model() def train_model(trial): params = { "ema1_period": trial.suggest_int("ema1_period", 5, 25, step=1), "ema2_period": trial.suggest_int("ema2_period", 10, 50, step=1), } # Model result = lettrade_model(params) # Score return result["equity"] study = optuna.create_study( study_name="example-study", direction="maximize", # storage='sqlite:///example.db', load_if_exists=True, ) study.optimize(train_model, n_trials=1_000)

[I 2024-06-23 00:45:15,235] A new study created in memory with name: example-study
[I 2024-06-23 00:45:15,522] Trial 0 finished with value: 1055.88 and parameters: {'ema1_period': 16, 'ema2_period': 15}. Best is trial 0 with value: 1055.88.
[I 2024-06-23 00:45:15,718] Trial 1 finished with value: 988.78 and parameters: {'ema1_period': 17, 'ema2_period': 46}. Best is trial 0 with value: 1055.88.
[I 2024-06-23 00:45:15,719] Trial 2 finished with value: 1036.78 and parameters: {'ema1_period': 22, 'ema2_period': 10}. Best is trial 0 with value: 1055.88.
[I 2024-06-23 00:45:15,952] Trial 3 finished with value: 1009.38 and parameters: {'ema1_period': 15, 'ema2_period': 13}. Best is trial 0 with value: 1055.88.
[I 2024-06-23 00:45:16,153] Trial 4 finished with value: 900.08 and parameters: {'ema1_period': 8, 'ema2_period': 39}. Best is trial 0 with value: 1055.88.
[I 2024-06-23 00:45:16,155] Trial 5 finished with value: 1090.28 and parameters: {'ema1_period': 24, 'ema2_period': 14}. Best is trial 5 with value: 1090.28.
[I 2024-06-23 00:45:16,157] Trial 6 finished with value: 1096.68 and parameters: {'ema1_period': 21, 'ema2_period': 11}. Best is trial 6 with value: 1096.68.
[I 2024-06-23 00:45:16,158] Trial 7 finished with value: 851.68 and parameters: {'ema1_period': 11, 'ema2_period': 23}. Best is trial 6 with value: 1096.68.
[I 2024-06-23 00:45:16,362] Trial 8 finished with value: 909.68 and parameters: {'ema1_period': 15, 'ema2_period': 23}. Best is trial 6 with value: 1096.68.
[I 2024-06-23 00:45:16,364] Trial 9 finished with value: 1010.28 and parameters: {'ema1_period': 21, 'ema2_period': 19}. Best is trial 6 with value: 1096.68.
[I 2024-06-23 00:45:16,590] Trial 10 finished with value: 832.38 and parameters: {'ema1_period': 5, 'ema2_period': 31}. Best is trial 6 with value: 1096.68.
[I 2024-06-23 00:45:16,781] Trial 11 finished with value: 884.98 and parameters: {'ema1_period': 25, 'ema2_period': 31}. Best is trial 6 with value: 1096.68.
[I 2024-06-23 00:45:16,787] Trial 12 finished with value: 1127.78 and parameters: {'ema1_period': 25, 'ema2_period': 10}. Best is trial 12 with value: 1127.78.
[I 2024-06-23 00:45:16,989] Trial 13 finished with value: 999.38 and parameters: {'ema1_period': 20, 'ema2_period': 21}. Best is trial 12 with value: 1127.78.
[I 2024-06-23 00:45:17,224] Trial 14 finished with value: 1007.28 and parameters: {'ema1_period': 19, 'ema2_period': 10}. Best is trial 12 with value: 1127.78.
[I 2024-06-23 00:45:17,427] Trial 15 finished with value: 971.48 and parameters: {'ema1_period': 23, 'ema2_period': 27}. Best is trial 12 with value: 1127.78.
[I 2024-06-23 00:45:17,433] Trial 16 finished with value: 998.98 and parameters: {'ema1_period': 25, 'ema2_period': 39}. Best is trial 12 with value: 1127.78.
[I 2024-06-23 00:45:17,541] Trial 17 finished with value: 1000.0 and parameters: {'ema1_period': 18, 'ema2_period': 18}. Best is trial 12 with value: 1127.78.
[I 2024-06-23 00:45:17,735] Trial 18 finished with value: 1021.68 and parameters: {'ema1_period': 12, 'ema2_period': 50}. Best is trial 12 with value: 1127.78.
[I 2024-06-23 00:45:17,942] Trial 19 finished with value: 941.18 and parameters: {'ema1_period': 21, 'ema2_period': 28}. Best is trial 12 with value: 1127.78.
[I 2024-06-23 00:45:18,153] Trial 20 finished with value: 949.98 and parameters: {'ema1_period': 23, 'ema2_period': 36}. Best is trial 12 with value: 1127.78.
[I 2024-06-23 00:45:18,160] Trial 21 finished with value: 1019.98 and parameters: {'ema1_period': 25, 'ema2_period': 15}. Best is trial 12 with value: 1127.78.
[I 2024-06-23 00:45:18,166] Trial 22 finished with value: 1168.98 and parameters: {'ema1_period': 23, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:18,172] Trial 23 finished with value: 1036.78 and parameters: {'ema1_period': 22, 'ema2_period': 10}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:18,386] Trial 24 finished with value: 1099.88 and parameters: {'ema1_period': 19, 'ema2_period': 18}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:18,649] Trial 25 finished with value: 1168.38 and parameters: {'ema1_period': 19, 'ema2_period': 16}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:18,656] Trial 26 finished with value: 1069.98 and parameters: {'ema1_period': 23, 'ema2_period': 16}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:18,662] Trial 27 finished with value: 1060.58 and parameters: {'ema1_period': 19, 'ema2_period': 23}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:18,886] Trial 28 finished with value: 1056.08 and parameters: {'ema1_period': 17, 'ema2_period': 14}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:18,893] Trial 29 finished with value: 1129.28 and parameters: {'ema1_period': 24, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:19,117] Trial 30 finished with value: 863.38 and parameters: {'ema1_period': 12, 'ema2_period': 20}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:19,124] Trial 31 finished with value: 1020.08 and parameters: {'ema1_period': 24, 'ema2_period': 16}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:19,130] Trial 32 finished with value: 1168.98 and parameters: {'ema1_period': 24, 'ema2_period': 12}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:19,136] Trial 33 finished with value: 1148.48 and parameters: {'ema1_period': 22, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:19,142] Trial 34 finished with value: 1070.08 and parameters: {'ema1_period': 22, 'ema2_period': 17}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:19,369] Trial 35 finished with value: 1116.58 and parameters: {'ema1_period': 20, 'ema2_period': 12}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:19,376] Trial 36 finished with value: 1007.38 and parameters: {'ema1_period': 16, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:19,382] Trial 37 finished with value: 1080.28 and parameters: {'ema1_period': 22, 'ema2_period': 15}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:19,596] Trial 38 finished with value: 909.78 and parameters: {'ema1_period': 17, 'ema2_period': 21}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:19,804] Trial 39 finished with value: 940.88 and parameters: {'ema1_period': 20, 'ema2_period': 25}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:19,811] Trial 40 finished with value: 1009.38 and parameters: {'ema1_period': 15, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:19,817] Trial 41 finished with value: 1168.98 and parameters: {'ema1_period': 24, 'ema2_period': 12}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:19,824] Trial 42 finished with value: 1158.38 and parameters: {'ema1_period': 23, 'ema2_period': 12}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:19,830] Trial 43 finished with value: 1148.18 and parameters: {'ema1_period': 24, 'ema2_period': 11}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:19,837] Trial 44 finished with value: 1020.28 and parameters: {'ema1_period': 23, 'ema2_period': 17}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:19,843] Trial 45 finished with value: 1097.08 and parameters: {'ema1_period': 21, 'ema2_period': 12}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:19,850] Trial 46 finished with value: 1059.98 and parameters: {'ema1_period': 24, 'ema2_period': 15}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:19,856] Trial 47 finished with value: 919.38 and parameters: {'ema1_period': 23, 'ema2_period': 19}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:19,862] Trial 48 finished with value: 1127.78 and parameters: {'ema1_period': 25, 'ema2_period': 10}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:19,869] Trial 49 finished with value: 1097.08 and parameters: {'ema1_period': 21, 'ema2_period': 12}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:20,108] Trial 50 finished with value: 875.38 and parameters: {'ema1_period': 5, 'ema2_period': 22}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:20,115] Trial 51 finished with value: 1158.88 and parameters: {'ema1_period': 22, 'ema2_period': 14}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:20,121] Trial 52 finished with value: 1059.98 and parameters: {'ema1_period': 24, 'ema2_period': 15}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:20,128] Trial 53 finished with value: 1096.78 and parameters: {'ema1_period': 22, 'ema2_period': 11}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:20,325] Trial 54 finished with value: 952.78 and parameters: {'ema1_period': 20, 'ema2_period': 33}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:20,514] Trial 55 finished with value: 958.78 and parameters: {'ema1_period': 18, 'ema2_period': 44}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:20,720] Trial 56 finished with value: 979.08 and parameters: {'ema1_period': 25, 'ema2_period': 19}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:20,727] Trial 57 finished with value: 1020.28 and parameters: {'ema1_period': 23, 'ema2_period': 17}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:20,970] Trial 58 finished with value: 881.58 and parameters: {'ema1_period': 7, 'ema2_period': 14}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:20,978] Trial 59 finished with value: 1007.98 and parameters: {'ema1_period': 21, 'ema2_period': 10}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:20,984] Trial 60 finished with value: 1090.28 and parameters: {'ema1_period': 24, 'ema2_period': 14}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:20,991] Trial 61 finished with value: 1168.28 and parameters: {'ema1_period': 22, 'ema2_period': 12}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:20,998] Trial 62 finished with value: 1168.28 and parameters: {'ema1_period': 22, 'ema2_period': 12}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:21,005] Trial 63 finished with value: 1096.78 and parameters: {'ema1_period': 22, 'ema2_period': 11}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:21,012] Trial 64 finished with value: 1080.18 and parameters: {'ema1_period': 21, 'ema2_period': 16}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:21,018] Trial 65 finished with value: 1166.48 and parameters: {'ema1_period': 19, 'ema2_period': 14}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:21,248] Trial 66 finished with value: 1007.38 and parameters: {'ema1_period': 18, 'ema2_period': 11}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:21,255] Trial 67 finished with value: 1099.88 and parameters: {'ema1_period': 19, 'ema2_period': 18}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:21,262] Trial 68 finished with value: 981.78 and parameters: {'ema1_period': 14, 'ema2_period': 16}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:21,269] Trial 69 finished with value: 1060.38 and parameters: {'ema1_period': 14, 'ema2_period': 12}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:21,476] Trial 70 finished with value: 989.78 and parameters: {'ema1_period': 16, 'ema2_period': 25}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:21,484] Trial 71 finished with value: 1148.28 and parameters: {'ema1_period': 20, 'ema2_period': 14}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:21,491] Trial 72 finished with value: 1158.88 and parameters: {'ema1_period': 22, 'ema2_period': 14}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:21,498] Trial 73 finished with value: 1009.98 and parameters: {'ema1_period': 25, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:21,505] Trial 74 finished with value: 1116.18 and parameters: {'ema1_period': 23, 'ema2_period': 10}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:21,512] Trial 75 finished with value: 1059.98 and parameters: {'ema1_period': 24, 'ema2_period': 15}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:21,770] Trial 76 finished with value: 1080.08 and parameters: {'ema1_period': 20, 'ema2_period': 17}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:21,778] Trial 77 finished with value: 1168.28 and parameters: {'ema1_period': 22, 'ema2_period': 12}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:21,785] Trial 78 finished with value: 1168.98 and parameters: {'ema1_period': 23, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:21,792] Trial 79 finished with value: 1096.68 and parameters: {'ema1_period': 21, 'ema2_period': 11}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:21,799] Trial 80 finished with value: 1159.68 and parameters: {'ema1_period': 25, 'ema2_period': 12}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:21,807] Trial 81 finished with value: 1168.98 and parameters: {'ema1_period': 23, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:21,814] Trial 82 finished with value: 1168.98 and parameters: {'ema1_period': 23, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:21,821] Trial 83 finished with value: 1168.98 and parameters: {'ema1_period': 23, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:21,828] Trial 84 finished with value: 1168.98 and parameters: {'ema1_period': 23, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:21,836] Trial 85 finished with value: 1069.98 and parameters: {'ema1_period': 23, 'ema2_period': 16}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:21,845] Trial 86 finished with value: 1168.98 and parameters: {'ema1_period': 23, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:22,041] Trial 87 finished with value: 968.88 and parameters: {'ema1_period': 23, 'ema2_period': 41}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:22,049] Trial 88 finished with value: 1129.28 and parameters: {'ema1_period': 24, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:22,255] Trial 89 finished with value: 1039.08 and parameters: {'ema1_period': 25, 'ema2_period': 20}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:22,263] Trial 90 finished with value: 1118.38 and parameters: {'ema1_period': 24, 'ema2_period': 10}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:22,270] Trial 91 finished with value: 1168.98 and parameters: {'ema1_period': 23, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:22,277] Trial 92 finished with value: 1168.98 and parameters: {'ema1_period': 23, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:22,284] Trial 93 finished with value: 879.48 and parameters: {'ema1_period': 10, 'ema2_period': 15}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:22,291] Trial 94 finished with value: 1148.18 and parameters: {'ema1_period': 24, 'ema2_period': 11}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:22,298] Trial 95 finished with value: 1168.98 and parameters: {'ema1_period': 23, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:22,305] Trial 96 finished with value: 949.48 and parameters: {'ema1_period': 24, 'ema2_period': 18}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:22,312] Trial 97 finished with value: 1090.28 and parameters: {'ema1_period': 23, 'ema2_period': 15}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:22,319] Trial 98 finished with value: 1158.88 and parameters: {'ema1_period': 25, 'ema2_period': 11}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:22,513] Trial 99 finished with value: 902.78 and parameters: {'ema1_period': 24, 'ema2_period': 34}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:22,521] Trial 100 finished with value: 1100.68 and parameters: {'ema1_period': 23, 'ema2_period': 14}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:22,528] Trial 101 finished with value: 1168.98 and parameters: {'ema1_period': 23, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:22,535] Trial 102 finished with value: 1148.48 and parameters: {'ema1_period': 22, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:22,543] Trial 103 finished with value: 1020.28 and parameters: {'ema1_period': 23, 'ema2_period': 17}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:22,550] Trial 104 finished with value: 1020.08 and parameters: {'ema1_period': 24, 'ema2_period': 16}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:22,557] Trial 105 finished with value: 1158.28 and parameters: {'ema1_period': 21, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:22,564] Trial 106 finished with value: 1019.98 and parameters: {'ema1_period': 25, 'ema2_period': 15}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:22,571] Trial 107 finished with value: 1036.78 and parameters: {'ema1_period': 22, 'ema2_period': 10}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:22,579] Trial 108 finished with value: 1016.68 and parameters: {'ema1_period': 23, 'ema2_period': 50}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:22,586] Trial 109 finished with value: 1090.28 and parameters: {'ema1_period': 24, 'ema2_period': 14}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:22,788] Trial 110 finished with value: 932.68 and parameters: {'ema1_period': 23, 'ema2_period': 29}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:22,796] Trial 111 finished with value: 1168.98 and parameters: {'ema1_period': 23, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:22,803] Trial 112 finished with value: 1096.68 and parameters: {'ema1_period': 21, 'ema2_period': 11}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:22,811] Trial 113 finished with value: 1168.28 and parameters: {'ema1_period': 22, 'ema2_period': 12}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:22,818] Trial 114 finished with value: 1158.38 and parameters: {'ema1_period': 23, 'ema2_period': 12}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:22,825] Trial 115 finished with value: 1090.28 and parameters: {'ema1_period': 24, 'ema2_period': 14}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:22,833] Trial 116 finished with value: 1148.48 and parameters: {'ema1_period': 22, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:22,840] Trial 117 finished with value: 1020.08 and parameters: {'ema1_period': 24, 'ema2_period': 16}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:22,847] Trial 118 finished with value: 1127.78 and parameters: {'ema1_period': 25, 'ema2_period': 10}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:22,854] Trial 119 finished with value: 1128.28 and parameters: {'ema1_period': 23, 'ema2_period': 11}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:22,862] Trial 120 finished with value: 1080.28 and parameters: {'ema1_period': 22, 'ema2_period': 15}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:22,869] Trial 121 finished with value: 1168.98 and parameters: {'ema1_period': 23, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:22,877] Trial 122 finished with value: 1100.68 and parameters: {'ema1_period': 23, 'ema2_period': 14}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:22,884] Trial 123 finished with value: 1168.98 and parameters: {'ema1_period': 24, 'ema2_period': 12}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:22,891] Trial 124 finished with value: 1148.48 and parameters: {'ema1_period': 22, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:22,899] Trial 125 finished with value: 1128.28 and parameters: {'ema1_period': 23, 'ema2_period': 11}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:22,907] Trial 126 finished with value: 1019.98 and parameters: {'ema1_period': 25, 'ema2_period': 15}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:22,914] Trial 127 finished with value: 1168.98 and parameters: {'ema1_period': 24, 'ema2_period': 12}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:22,922] Trial 128 finished with value: 1090.18 and parameters: {'ema1_period': 21, 'ema2_period': 17}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:22,929] Trial 129 finished with value: 1100.68 and parameters: {'ema1_period': 23, 'ema2_period': 14}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:22,937] Trial 130 finished with value: 1129.28 and parameters: {'ema1_period': 24, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:22,944] Trial 131 finished with value: 1168.98 and parameters: {'ema1_period': 23, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:22,952] Trial 132 finished with value: 1096.78 and parameters: {'ema1_period': 22, 'ema2_period': 11}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:22,960] Trial 133 finished with value: 1158.38 and parameters: {'ema1_period': 23, 'ema2_period': 12}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:22,967] Trial 134 finished with value: 1090.28 and parameters: {'ema1_period': 23, 'ema2_period': 15}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:22,975] Trial 135 finished with value: 1129.28 and parameters: {'ema1_period': 24, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:22,982] Trial 136 finished with value: 1158.88 and parameters: {'ema1_period': 22, 'ema2_period': 14}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:22,990] Trial 137 finished with value: 1116.18 and parameters: {'ema1_period': 23, 'ema2_period': 10}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:22,998] Trial 138 finished with value: 1080.28 and parameters: {'ema1_period': 22, 'ema2_period': 15}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:23,005] Trial 139 finished with value: 1129.28 and parameters: {'ema1_period': 24, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:23,013] Trial 140 finished with value: 1080.18 and parameters: {'ema1_period': 21, 'ema2_period': 16}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:23,021] Trial 141 finished with value: 1158.38 and parameters: {'ema1_period': 23, 'ema2_period': 12}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:23,029] Trial 142 finished with value: 1168.98 and parameters: {'ema1_period': 23, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:23,036] Trial 143 finished with value: 1090.28 and parameters: {'ema1_period': 24, 'ema2_period': 14}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:23,044] Trial 144 finished with value: 1158.38 and parameters: {'ema1_period': 23, 'ema2_period': 12}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:23,052] Trial 145 finished with value: 1096.78 and parameters: {'ema1_period': 22, 'ema2_period': 11}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:23,060] Trial 146 finished with value: 1009.98 and parameters: {'ema1_period': 25, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:23,249] Trial 147 finished with value: 1017.08 and parameters: {'ema1_period': 24, 'ema2_period': 46}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:23,257] Trial 148 finished with value: 1100.68 and parameters: {'ema1_period': 23, 'ema2_period': 14}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:23,480] Trial 149 finished with value: 911.98 and parameters: {'ema1_period': 9, 'ema2_period': 25}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:23,488] Trial 150 finished with value: 1128.28 and parameters: {'ema1_period': 23, 'ema2_period': 11}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:23,496] Trial 151 finished with value: 1168.98 and parameters: {'ema1_period': 24, 'ema2_period': 12}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:23,504] Trial 152 finished with value: 1168.98 and parameters: {'ema1_period': 24, 'ema2_period': 12}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:23,512] Trial 153 finished with value: 1036.78 and parameters: {'ema1_period': 22, 'ema2_period': 10}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:23,520] Trial 154 finished with value: 1009.98 and parameters: {'ema1_period': 25, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:23,527] Trial 155 finished with value: 939.58 and parameters: {'ema1_period': 12, 'ema2_period': 14}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:23,535] Trial 156 finished with value: 1128.28 and parameters: {'ema1_period': 23, 'ema2_period': 11}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:23,543] Trial 157 finished with value: 1129.28 and parameters: {'ema1_period': 24, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:23,551] Trial 158 finished with value: 1168.98 and parameters: {'ema1_period': 24, 'ema2_period': 12}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:23,559] Trial 159 finished with value: 1090.28 and parameters: {'ema1_period': 23, 'ema2_period': 15}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:23,567] Trial 160 finished with value: 1080.28 and parameters: {'ema1_period': 22, 'ema2_period': 15}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:23,575] Trial 161 finished with value: 1168.98 and parameters: {'ema1_period': 24, 'ema2_period': 12}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:23,583] Trial 162 finished with value: 1168.98 and parameters: {'ema1_period': 24, 'ema2_period': 12}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:23,591] Trial 163 finished with value: 1009.98 and parameters: {'ema1_period': 25, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:23,844] Trial 164 finished with value: 942.88 and parameters: {'ema1_period': 6, 'ema2_period': 14}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:23,852] Trial 165 finished with value: 1116.18 and parameters: {'ema1_period': 23, 'ema2_period': 10}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:23,860] Trial 166 finished with value: 1128.28 and parameters: {'ema1_period': 23, 'ema2_period': 11}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:23,868] Trial 167 finished with value: 1090.28 and parameters: {'ema1_period': 24, 'ema2_period': 14}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:23,876] Trial 168 finished with value: 1158.38 and parameters: {'ema1_period': 23, 'ema2_period': 12}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:23,884] Trial 169 finished with value: 1000.0 and parameters: {'ema1_period': 13, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:24,099] Trial 170 finished with value: 1090.28 and parameters: {'ema1_period': 22, 'ema2_period': 16}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:24,107] Trial 171 finished with value: 1168.98 and parameters: {'ema1_period': 23, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:24,115] Trial 172 finished with value: 1168.98 and parameters: {'ema1_period': 23, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:24,312] Trial 173 finished with value: 977.38 and parameters: {'ema1_period': 24, 'ema2_period': 39}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:24,322] Trial 174 finished with value: 1168.98 and parameters: {'ema1_period': 24, 'ema2_period': 12}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:24,330] Trial 175 finished with value: 1096.78 and parameters: {'ema1_period': 22, 'ema2_period': 11}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:24,338] Trial 176 finished with value: 1100.68 and parameters: {'ema1_period': 23, 'ema2_period': 14}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:24,346] Trial 177 finished with value: 971.48 and parameters: {'ema1_period': 23, 'ema2_period': 27}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:24,355] Trial 178 finished with value: 1129.28 and parameters: {'ema1_period': 24, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:24,363] Trial 179 finished with value: 1080.28 and parameters: {'ema1_period': 22, 'ema2_period': 15}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:24,371] Trial 180 finished with value: 1128.28 and parameters: {'ema1_period': 23, 'ema2_period': 11}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:24,379] Trial 181 finished with value: 1158.38 and parameters: {'ema1_period': 23, 'ema2_period': 12}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:24,387] Trial 182 finished with value: 1168.98 and parameters: {'ema1_period': 23, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:24,395] Trial 183 finished with value: 1090.28 and parameters: {'ema1_period': 24, 'ema2_period': 14}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:24,404] Trial 184 finished with value: 1168.98 and parameters: {'ema1_period': 23, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:24,412] Trial 185 finished with value: 1158.88 and parameters: {'ema1_period': 22, 'ema2_period': 14}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:24,420] Trial 186 finished with value: 1158.38 and parameters: {'ema1_period': 23, 'ema2_period': 12}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:24,429] Trial 187 finished with value: 1148.18 and parameters: {'ema1_period': 24, 'ema2_period': 11}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:24,438] Trial 188 finished with value: 1129.28 and parameters: {'ema1_period': 24, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:24,446] Trial 189 finished with value: 1159.68 and parameters: {'ema1_period': 25, 'ema2_period': 12}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:24,454] Trial 190 finished with value: 1158.88 and parameters: {'ema1_period': 22, 'ema2_period': 14}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:24,463] Trial 191 finished with value: 1168.98 and parameters: {'ema1_period': 24, 'ema2_period': 12}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:24,471] Trial 192 finished with value: 1168.98 and parameters: {'ema1_period': 23, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:24,479] Trial 193 finished with value: 1127.78 and parameters: {'ema1_period': 25, 'ema2_period': 10}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:24,488] Trial 194 finished with value: 1168.98 and parameters: {'ema1_period': 24, 'ema2_period': 12}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:24,496] Trial 195 finished with value: 1090.28 and parameters: {'ema1_period': 23, 'ema2_period': 15}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:24,505] Trial 196 finished with value: 1158.38 and parameters: {'ema1_period': 23, 'ema2_period': 12}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:24,513] Trial 197 finished with value: 1129.28 and parameters: {'ema1_period': 24, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:24,521] Trial 198 finished with value: 1148.18 and parameters: {'ema1_period': 24, 'ema2_period': 11}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:24,530] Trial 199 finished with value: 1100.68 and parameters: {'ema1_period': 23, 'ema2_period': 14}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:24,730] Trial 200 finished with value: 942.48 and parameters: {'ema1_period': 22, 'ema2_period': 31}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:24,739] Trial 201 finished with value: 1168.98 and parameters: {'ema1_period': 24, 'ema2_period': 12}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:24,748] Trial 202 finished with value: 1009.98 and parameters: {'ema1_period': 25, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:24,756] Trial 203 finished with value: 1129.28 and parameters: {'ema1_period': 24, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:24,765] Trial 204 finished with value: 947.78 and parameters: {'ema1_period': 23, 'ema2_period': 37}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:24,775] Trial 205 finished with value: 1158.38 and parameters: {'ema1_period': 23, 'ema2_period': 12}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:24,785] Trial 206 finished with value: 1148.18 and parameters: {'ema1_period': 24, 'ema2_period': 11}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:24,794] Trial 207 finished with value: 1158.38 and parameters: {'ema1_period': 23, 'ema2_period': 12}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:24,803] Trial 208 finished with value: 1056.08 and parameters: {'ema1_period': 17, 'ema2_period': 14}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:24,811] Trial 209 finished with value: 1148.48 and parameters: {'ema1_period': 22, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:24,820] Trial 210 finished with value: 1148.18 and parameters: {'ema1_period': 24, 'ema2_period': 11}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:24,829] Trial 211 finished with value: 1168.98 and parameters: {'ema1_period': 24, 'ema2_period': 12}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:24,838] Trial 212 finished with value: 1009.98 and parameters: {'ema1_period': 25, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:24,846] Trial 213 finished with value: 1158.38 and parameters: {'ema1_period': 23, 'ema2_period': 12}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:24,855] Trial 214 finished with value: 1090.28 and parameters: {'ema1_period': 24, 'ema2_period': 14}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:24,864] Trial 215 finished with value: 1090.28 and parameters: {'ema1_period': 23, 'ema2_period': 15}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:24,873] Trial 216 finished with value: 1118.38 and parameters: {'ema1_period': 24, 'ema2_period': 10}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:24,882] Trial 217 finished with value: 1168.98 and parameters: {'ema1_period': 23, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:24,891] Trial 218 finished with value: 1168.98 and parameters: {'ema1_period': 24, 'ema2_period': 12}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:24,900] Trial 219 finished with value: 1079.78 and parameters: {'ema1_period': 25, 'ema2_period': 14}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:24,909] Trial 220 finished with value: 1128.28 and parameters: {'ema1_period': 23, 'ema2_period': 11}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:24,918] Trial 221 finished with value: 1168.98 and parameters: {'ema1_period': 24, 'ema2_period': 12}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:24,926] Trial 222 finished with value: 1129.28 and parameters: {'ema1_period': 24, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:24,935] Trial 223 finished with value: 1158.38 and parameters: {'ema1_period': 23, 'ema2_period': 12}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:24,944] Trial 224 finished with value: 1129.28 and parameters: {'ema1_period': 24, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:24,953] Trial 225 finished with value: 1128.28 and parameters: {'ema1_period': 23, 'ema2_period': 11}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:24,962] Trial 226 finished with value: 1168.98 and parameters: {'ema1_period': 24, 'ema2_period': 12}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:24,971] Trial 227 finished with value: 1079.78 and parameters: {'ema1_period': 25, 'ema2_period': 14}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:24,981] Trial 228 finished with value: 1168.98 and parameters: {'ema1_period': 23, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:24,990] Trial 229 finished with value: 1096.78 and parameters: {'ema1_period': 22, 'ema2_period': 11}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:24,999] Trial 230 finished with value: 1158.38 and parameters: {'ema1_period': 23, 'ema2_period': 12}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:25,008] Trial 231 finished with value: 1168.98 and parameters: {'ema1_period': 24, 'ema2_period': 12}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:25,017] Trial 232 finished with value: 1129.28 and parameters: {'ema1_period': 24, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:25,026] Trial 233 finished with value: 1158.38 and parameters: {'ema1_period': 23, 'ema2_period': 12}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:25,035] Trial 234 finished with value: 1090.28 and parameters: {'ema1_period': 24, 'ema2_period': 14}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:25,044] Trial 235 finished with value: 1129.28 and parameters: {'ema1_period': 24, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:25,053] Trial 236 finished with value: 1128.28 and parameters: {'ema1_period': 23, 'ema2_period': 11}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:25,248] Trial 237 finished with value: 988.98 and parameters: {'ema1_period': 25, 'ema2_period': 42}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:25,258] Trial 238 finished with value: 1168.28 and parameters: {'ema1_period': 22, 'ema2_period': 12}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:25,267] Trial 239 finished with value: 1118.38 and parameters: {'ema1_period': 24, 'ema2_period': 10}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:25,277] Trial 240 finished with value: 1100.68 and parameters: {'ema1_period': 23, 'ema2_period': 14}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:25,286] Trial 241 finished with value: 1168.98 and parameters: {'ema1_period': 23, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:25,295] Trial 242 finished with value: 1168.98 and parameters: {'ema1_period': 23, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:25,304] Trial 243 finished with value: 1168.98 and parameters: {'ema1_period': 24, 'ema2_period': 12}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:25,313] Trial 244 finished with value: 1100.68 and parameters: {'ema1_period': 23, 'ema2_period': 14}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:25,323] Trial 245 finished with value: 1148.48 and parameters: {'ema1_period': 22, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:25,332] Trial 246 finished with value: 1158.38 and parameters: {'ema1_period': 23, 'ema2_period': 12}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:25,341] Trial 247 finished with value: 1129.28 and parameters: {'ema1_period': 24, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:25,350] Trial 248 finished with value: 1090.28 and parameters: {'ema1_period': 23, 'ema2_period': 15}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:25,359] Trial 249 finished with value: 1148.18 and parameters: {'ema1_period': 24, 'ema2_period': 11}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:25,368] Trial 250 finished with value: 1168.98 and parameters: {'ema1_period': 23, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:25,378] Trial 251 finished with value: 1090.28 and parameters: {'ema1_period': 24, 'ema2_period': 14}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:25,387] Trial 252 finished with value: 1096.78 and parameters: {'ema1_period': 22, 'ema2_period': 11}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:25,396] Trial 253 finished with value: 851.68 and parameters: {'ema1_period': 23, 'ema2_period': 24}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:25,406] Trial 254 finished with value: 1159.68 and parameters: {'ema1_period': 25, 'ema2_period': 12}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:25,415] Trial 255 finished with value: 1168.98 and parameters: {'ema1_period': 24, 'ema2_period': 12}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:25,424] Trial 256 finished with value: 1168.98 and parameters: {'ema1_period': 23, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:25,434] Trial 257 finished with value: 1059.98 and parameters: {'ema1_period': 24, 'ema2_period': 15}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:25,446] Trial 258 finished with value: 1168.28 and parameters: {'ema1_period': 22, 'ema2_period': 12}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:25,458] Trial 259 finished with value: 1100.68 and parameters: {'ema1_period': 23, 'ema2_period': 14}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:25,469] Trial 260 finished with value: 1168.98 and parameters: {'ema1_period': 23, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:25,479] Trial 261 finished with value: 1006.88 and parameters: {'ema1_period': 24, 'ema2_period': 48}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:25,489] Trial 262 finished with value: 1158.88 and parameters: {'ema1_period': 25, 'ema2_period': 11}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:25,499] Trial 263 finished with value: 1018.18 and parameters: {'ema1_period': 16, 'ema2_period': 14}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:25,510] Trial 264 finished with value: 1168.98 and parameters: {'ema1_period': 23, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:25,520] Trial 265 finished with value: 1168.98 and parameters: {'ema1_period': 24, 'ema2_period': 12}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:25,720] Trial 266 finished with value: 884.88 and parameters: {'ema1_period': 23, 'ema2_period': 33}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:25,730] Trial 267 finished with value: 1036.78 and parameters: {'ema1_period': 22, 'ema2_period': 10}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:25,739] Trial 268 finished with value: 1168.98 and parameters: {'ema1_period': 24, 'ema2_period': 12}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:25,749] Trial 269 finished with value: 1158.88 and parameters: {'ema1_period': 25, 'ema2_period': 11}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:25,759] Trial 270 finished with value: 1090.28 and parameters: {'ema1_period': 24, 'ema2_period': 14}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:25,768] Trial 271 finished with value: 1090.28 and parameters: {'ema1_period': 23, 'ema2_period': 15}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:25,778] Trial 272 finished with value: 1148.48 and parameters: {'ema1_period': 22, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:25,787] Trial 273 finished with value: 1158.38 and parameters: {'ema1_period': 23, 'ema2_period': 12}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:25,797] Trial 274 finished with value: 1129.28 and parameters: {'ema1_period': 24, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:25,807] Trial 275 finished with value: 1100.68 and parameters: {'ema1_period': 23, 'ema2_period': 14}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:25,816] Trial 276 finished with value: 1158.38 and parameters: {'ema1_period': 23, 'ema2_period': 12}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:25,826] Trial 277 finished with value: 1148.18 and parameters: {'ema1_period': 24, 'ema2_period': 11}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:25,835] Trial 278 finished with value: 1168.98 and parameters: {'ema1_period': 23, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:25,845] Trial 279 finished with value: 1039.58 and parameters: {'ema1_period': 15, 'ema2_period': 12}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:25,855] Trial 280 finished with value: 1158.88 and parameters: {'ema1_period': 22, 'ema2_period': 14}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:25,867] Trial 281 finished with value: 1118.38 and parameters: {'ema1_period': 24, 'ema2_period': 10}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:25,878] Trial 282 finished with value: 1168.98 and parameters: {'ema1_period': 23, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:25,888] Trial 283 finished with value: 1019.98 and parameters: {'ema1_period': 25, 'ema2_period': 15}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:25,898] Trial 284 finished with value: 1148.18 and parameters: {'ema1_period': 24, 'ema2_period': 11}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:25,908] Trial 285 finished with value: 1007.98 and parameters: {'ema1_period': 18, 'ema2_period': 12}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:25,918] Trial 286 finished with value: 1148.48 and parameters: {'ema1_period': 22, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:25,928] Trial 287 finished with value: 829.48 and parameters: {'ema1_period': 11, 'ema2_period': 14}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:25,938] Trial 288 finished with value: 1060.38 and parameters: {'ema1_period': 14, 'ema2_period': 12}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:25,948] Trial 289 finished with value: 1128.28 and parameters: {'ema1_period': 23, 'ema2_period': 11}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:25,958] Trial 290 finished with value: 1090.28 and parameters: {'ema1_period': 24, 'ema2_period': 14}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:26,216] Trial 291 finished with value: 999.08 and parameters: {'ema1_period': 23, 'ema2_period': 21}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:26,227] Trial 292 finished with value: 1148.48 and parameters: {'ema1_period': 22, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:26,472] Trial 293 finished with value: 856.58 and parameters: {'ema1_period': 8, 'ema2_period': 15}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:26,482] Trial 294 finished with value: 1168.98 and parameters: {'ema1_period': 24, 'ema2_period': 12}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:26,492] Trial 295 finished with value: 1168.98 and parameters: {'ema1_period': 23, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:26,502] Trial 296 finished with value: 1009.98 and parameters: {'ema1_period': 25, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:26,512] Trial 297 finished with value: 1148.18 and parameters: {'ema1_period': 24, 'ema2_period': 11}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:26,521] Trial 298 finished with value: 1158.38 and parameters: {'ema1_period': 23, 'ema2_period': 12}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:26,531] Trial 299 finished with value: 1069.98 and parameters: {'ema1_period': 23, 'ema2_period': 16}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:26,541] Trial 300 finished with value: 1118.38 and parameters: {'ema1_period': 24, 'ema2_period': 10}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:26,551] Trial 301 finished with value: 1158.88 and parameters: {'ema1_period': 22, 'ema2_period': 14}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:26,561] Trial 302 finished with value: 1158.88 and parameters: {'ema1_period': 25, 'ema2_period': 11}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:26,571] Trial 303 finished with value: 1129.28 and parameters: {'ema1_period': 24, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:26,581] Trial 304 finished with value: 1168.28 and parameters: {'ema1_period': 22, 'ema2_period': 12}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:26,591] Trial 305 finished with value: 1168.98 and parameters: {'ema1_period': 23, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:26,601] Trial 306 finished with value: 1148.58 and parameters: {'ema1_period': 21, 'ema2_period': 14}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:26,610] Trial 307 finished with value: 1158.38 and parameters: {'ema1_period': 23, 'ema2_period': 12}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:26,621] Trial 308 finished with value: 1059.98 and parameters: {'ema1_period': 24, 'ema2_period': 15}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:26,631] Trial 309 finished with value: 1128.28 and parameters: {'ema1_period': 23, 'ema2_period': 11}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:26,641] Trial 310 finished with value: 1090.28 and parameters: {'ema1_period': 24, 'ema2_period': 14}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:26,650] Trial 311 finished with value: 1158.38 and parameters: {'ema1_period': 23, 'ema2_period': 12}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:26,660] Trial 312 finished with value: 1129.28 and parameters: {'ema1_period': 24, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:26,671] Trial 313 finished with value: 1096.78 and parameters: {'ema1_period': 22, 'ema2_period': 11}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:26,681] Trial 314 finished with value: 1079.78 and parameters: {'ema1_period': 25, 'ema2_period': 14}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:26,691] Trial 315 finished with value: 1158.38 and parameters: {'ema1_period': 23, 'ema2_period': 12}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:26,701] Trial 316 finished with value: 1118.38 and parameters: {'ema1_period': 24, 'ema2_period': 10}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:26,711] Trial 317 finished with value: 1168.98 and parameters: {'ema1_period': 23, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:26,721] Trial 318 finished with value: 1020.08 and parameters: {'ema1_period': 24, 'ema2_period': 16}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:26,731] Trial 319 finished with value: 1168.98 and parameters: {'ema1_period': 23, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:26,741] Trial 320 finished with value: 1168.28 and parameters: {'ema1_period': 22, 'ema2_period': 12}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:26,751] Trial 321 finished with value: 1059.98 and parameters: {'ema1_period': 24, 'ema2_period': 15}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:26,762] Trial 322 finished with value: 1128.28 and parameters: {'ema1_period': 23, 'ema2_period': 11}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:26,772] Trial 323 finished with value: 1158.88 and parameters: {'ema1_period': 22, 'ema2_period': 14}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:26,782] Trial 324 finished with value: 1129.28 and parameters: {'ema1_period': 24, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:26,792] Trial 325 finished with value: 1168.98 and parameters: {'ema1_period': 23, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:26,996] Trial 326 finished with value: 883.58 and parameters: {'ema1_period': 25, 'ema2_period': 29}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:27,006] Trial 327 finished with value: 1158.38 and parameters: {'ema1_period': 23, 'ema2_period': 12}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:27,016] Trial 328 finished with value: 1090.28 and parameters: {'ema1_period': 24, 'ema2_period': 14}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:27,027] Trial 329 finished with value: 971.48 and parameters: {'ema1_period': 23, 'ema2_period': 27}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:27,037] Trial 330 finished with value: 1159.68 and parameters: {'ema1_period': 25, 'ema2_period': 12}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:27,047] Trial 331 finished with value: 1148.18 and parameters: {'ema1_period': 24, 'ema2_period': 11}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:27,058] Trial 332 finished with value: 1168.98 and parameters: {'ema1_period': 23, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:27,070] Trial 333 finished with value: 1080.28 and parameters: {'ema1_period': 22, 'ema2_period': 15}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:27,082] Trial 334 finished with value: 1118.38 and parameters: {'ema1_period': 24, 'ema2_period': 10}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:27,093] Trial 335 finished with value: 1100.68 and parameters: {'ema1_period': 23, 'ema2_period': 14}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:27,103] Trial 336 finished with value: 1158.38 and parameters: {'ema1_period': 23, 'ema2_period': 12}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:27,117] Trial 337 finished with value: 1148.18 and parameters: {'ema1_period': 24, 'ema2_period': 11}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:27,129] Trial 338 finished with value: 1148.48 and parameters: {'ema1_period': 22, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:27,346] Trial 339 finished with value: 1038.88 and parameters: {'ema1_period': 23, 'ema2_period': 22}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:27,358] Trial 340 finished with value: 1168.98 and parameters: {'ema1_period': 24, 'ema2_period': 12}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:27,369] Trial 341 finished with value: 1129.28 and parameters: {'ema1_period': 24, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:27,565] Trial 342 finished with value: 921.78 and parameters: {'ema1_period': 25, 'ema2_period': 36}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:27,576] Trial 343 finished with value: 1100.68 and parameters: {'ema1_period': 23, 'ema2_period': 14}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:27,586] Trial 344 finished with value: 1128.28 and parameters: {'ema1_period': 23, 'ema2_period': 11}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:27,597] Trial 345 finished with value: 1168.28 and parameters: {'ema1_period': 22, 'ema2_period': 12}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:27,607] Trial 346 finished with value: 1168.98 and parameters: {'ema1_period': 23, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:27,617] Trial 347 finished with value: 1090.28 and parameters: {'ema1_period': 24, 'ema2_period': 14}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:27,628] Trial 348 finished with value: 1019.98 and parameters: {'ema1_period': 25, 'ema2_period': 15}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:27,638] Trial 349 finished with value: 1168.98 and parameters: {'ema1_period': 24, 'ema2_period': 12}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:27,649] Trial 350 finished with value: 1168.98 and parameters: {'ema1_period': 23, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:27,659] Trial 351 finished with value: 1036.78 and parameters: {'ema1_period': 22, 'ema2_period': 10}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:27,669] Trial 352 finished with value: 1168.98 and parameters: {'ema1_period': 24, 'ema2_period': 12}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:27,680] Trial 353 finished with value: 1128.28 and parameters: {'ema1_period': 23, 'ema2_period': 11}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:27,690] Trial 354 finished with value: 1100.68 and parameters: {'ema1_period': 23, 'ema2_period': 14}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:27,701] Trial 355 finished with value: 1129.28 and parameters: {'ema1_period': 24, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:27,712] Trial 356 finished with value: 1148.48 and parameters: {'ema1_period': 22, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:27,722] Trial 357 finished with value: 1019.98 and parameters: {'ema1_period': 25, 'ema2_period': 15}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:27,733] Trial 358 finished with value: 1168.98 and parameters: {'ema1_period': 24, 'ema2_period': 12}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:27,743] Trial 359 finished with value: 1128.28 and parameters: {'ema1_period': 23, 'ema2_period': 11}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:27,754] Trial 360 finished with value: 1100.68 and parameters: {'ema1_period': 23, 'ema2_period': 14}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:27,765] Trial 361 finished with value: 1168.98 and parameters: {'ema1_period': 24, 'ema2_period': 12}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:27,775] Trial 362 finished with value: 1148.58 and parameters: {'ema1_period': 21, 'ema2_period': 14}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:27,786] Trial 363 finished with value: 973.78 and parameters: {'ema1_period': 6, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:27,797] Trial 364 finished with value: 1128.28 and parameters: {'ema1_period': 23, 'ema2_period': 11}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:27,808] Trial 365 finished with value: 1148.48 and parameters: {'ema1_period': 22, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:27,818] Trial 366 finished with value: 1158.38 and parameters: {'ema1_period': 23, 'ema2_period': 12}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:27,829] Trial 367 finished with value: 1129.28 and parameters: {'ema1_period': 24, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:27,840] Trial 368 finished with value: 1090.28 and parameters: {'ema1_period': 22, 'ema2_period': 16}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:27,850] Trial 369 finished with value: 1118.38 and parameters: {'ema1_period': 24, 'ema2_period': 10}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:27,861] Trial 370 finished with value: 1128.28 and parameters: {'ema1_period': 23, 'ema2_period': 11}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:27,872] Trial 371 finished with value: 1059.98 and parameters: {'ema1_period': 24, 'ema2_period': 15}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:27,883] Trial 372 finished with value: 1079.78 and parameters: {'ema1_period': 25, 'ema2_period': 14}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:27,894] Trial 373 finished with value: 1158.38 and parameters: {'ema1_period': 23, 'ema2_period': 12}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:27,906] Trial 374 finished with value: 1168.98 and parameters: {'ema1_period': 23, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:27,918] Trial 375 finished with value: 1090.28 and parameters: {'ema1_period': 24, 'ema2_period': 14}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:27,929] Trial 376 finished with value: 1097.08 and parameters: {'ema1_period': 21, 'ema2_period': 12}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:27,940] Trial 377 finished with value: 1158.88 and parameters: {'ema1_period': 25, 'ema2_period': 11}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:27,951] Trial 378 finished with value: 1168.28 and parameters: {'ema1_period': 22, 'ema2_period': 12}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:28,185] Trial 379 finished with value: 1116.58 and parameters: {'ema1_period': 19, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:28,377] Trial 380 finished with value: 998.28 and parameters: {'ema1_period': 23, 'ema2_period': 43}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:28,389] Trial 381 finished with value: 1129.28 and parameters: {'ema1_period': 24, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:28,400] Trial 382 finished with value: 1100.68 and parameters: {'ema1_period': 23, 'ema2_period': 14}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:28,410] Trial 383 finished with value: 1116.18 and parameters: {'ema1_period': 23, 'ema2_period': 10}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:28,421] Trial 384 finished with value: 1059.98 and parameters: {'ema1_period': 24, 'ema2_period': 15}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:28,432] Trial 385 finished with value: 1168.28 and parameters: {'ema1_period': 22, 'ema2_period': 12}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:28,443] Trial 386 finished with value: 1168.98 and parameters: {'ema1_period': 24, 'ema2_period': 12}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:28,454] Trial 387 finished with value: 1128.28 and parameters: {'ema1_period': 23, 'ema2_period': 11}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:28,465] Trial 388 finished with value: 1028.38 and parameters: {'ema1_period': 17, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:28,476] Trial 389 finished with value: 1079.78 and parameters: {'ema1_period': 25, 'ema2_period': 14}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:28,487] Trial 390 finished with value: 1168.98 and parameters: {'ema1_period': 23, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:28,498] Trial 391 finished with value: 1168.98 and parameters: {'ema1_period': 24, 'ema2_period': 12}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:28,509] Trial 392 finished with value: 1090.28 and parameters: {'ema1_period': 23, 'ema2_period': 15}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:28,520] Trial 393 finished with value: 1148.18 and parameters: {'ema1_period': 24, 'ema2_period': 11}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:28,532] Trial 394 finished with value: 929.48 and parameters: {'ema1_period': 22, 'ema2_period': 20}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:28,543] Trial 395 finished with value: 1100.68 and parameters: {'ema1_period': 23, 'ema2_period': 14}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:28,553] Trial 396 finished with value: 1168.28 and parameters: {'ema1_period': 22, 'ema2_period': 12}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:28,753] Trial 397 finished with value: 931.48 and parameters: {'ema1_period': 24, 'ema2_period': 38}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:28,764] Trial 398 finished with value: 1009.98 and parameters: {'ema1_period': 25, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:28,775] Trial 399 finished with value: 1069.98 and parameters: {'ema1_period': 23, 'ema2_period': 16}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:28,786] Trial 400 finished with value: 1148.18 and parameters: {'ema1_period': 24, 'ema2_period': 11}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:28,797] Trial 401 finished with value: 1168.98 and parameters: {'ema1_period': 23, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:28,808] Trial 402 finished with value: 1100.68 and parameters: {'ema1_period': 23, 'ema2_period': 14}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:28,819] Trial 403 finished with value: 1168.98 and parameters: {'ema1_period': 24, 'ema2_period': 12}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:28,830] Trial 404 finished with value: 1036.78 and parameters: {'ema1_period': 22, 'ema2_period': 10}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:29,085] Trial 405 finished with value: 826.18 and parameters: {'ema1_period': 10, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:29,097] Trial 406 finished with value: 949.48 and parameters: {'ema1_period': 24, 'ema2_period': 18}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:29,109] Trial 407 finished with value: 1128.28 and parameters: {'ema1_period': 23, 'ema2_period': 11}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:29,120] Trial 408 finished with value: 1168.98 and parameters: {'ema1_period': 24, 'ema2_period': 12}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:29,132] Trial 409 finished with value: 1079.78 and parameters: {'ema1_period': 25, 'ema2_period': 14}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:29,143] Trial 410 finished with value: 1090.28 and parameters: {'ema1_period': 23, 'ema2_period': 15}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:29,157] Trial 411 finished with value: 1148.48 and parameters: {'ema1_period': 22, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:29,350] Trial 412 finished with value: 937.88 and parameters: {'ema1_period': 23, 'ema2_period': 40}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:29,363] Trial 413 finished with value: 1017.08 and parameters: {'ema1_period': 24, 'ema2_period': 46}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:29,374] Trial 414 finished with value: 1168.98 and parameters: {'ema1_period': 24, 'ema2_period': 12}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:29,385] Trial 415 finished with value: 884.88 and parameters: {'ema1_period': 23, 'ema2_period': 33}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:29,398] Trial 416 finished with value: 1126.68 and parameters: {'ema1_period': 20, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:29,410] Trial 417 finished with value: 1100.68 and parameters: {'ema1_period': 23, 'ema2_period': 14}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:29,422] Trial 418 finished with value: 1096.78 and parameters: {'ema1_period': 22, 'ema2_period': 11}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:29,434] Trial 419 finished with value: 1129.28 and parameters: {'ema1_period': 24, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:29,446] Trial 420 finished with value: 1158.38 and parameters: {'ema1_period': 23, 'ema2_period': 12}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:29,458] Trial 421 finished with value: 1148.58 and parameters: {'ema1_period': 21, 'ema2_period': 14}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:29,470] Trial 422 finished with value: 1118.38 and parameters: {'ema1_period': 24, 'ema2_period': 10}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:29,482] Trial 423 finished with value: 1009.98 and parameters: {'ema1_period': 25, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:29,495] Trial 424 finished with value: 1158.38 and parameters: {'ema1_period': 23, 'ema2_period': 12}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:29,506] Trial 425 finished with value: 1163.58 and parameters: {'ema1_period': 13, 'ema2_period': 11}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:29,518] Trial 426 finished with value: 1059.98 and parameters: {'ema1_period': 24, 'ema2_period': 15}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:29,530] Trial 427 finished with value: 1168.28 and parameters: {'ema1_period': 22, 'ema2_period': 12}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:29,541] Trial 428 finished with value: 1168.98 and parameters: {'ema1_period': 23, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:29,553] Trial 429 finished with value: 1100.68 and parameters: {'ema1_period': 23, 'ema2_period': 14}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:29,565] Trial 430 finished with value: 1158.88 and parameters: {'ema1_period': 25, 'ema2_period': 11}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:29,577] Trial 431 finished with value: 990.18 and parameters: {'ema1_period': 24, 'ema2_period': 17}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:29,589] Trial 432 finished with value: 1007.98 and parameters: {'ema1_period': 18, 'ema2_period': 12}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:29,601] Trial 433 finished with value: 1090.28 and parameters: {'ema1_period': 24, 'ema2_period': 14}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:29,614] Trial 434 finished with value: 1168.98 and parameters: {'ema1_period': 23, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:29,626] Trial 435 finished with value: 1168.28 and parameters: {'ema1_period': 22, 'ema2_period': 12}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:29,638] Trial 436 finished with value: 1168.98 and parameters: {'ema1_period': 23, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:29,650] Trial 437 finished with value: 961.48 and parameters: {'ema1_period': 24, 'ema2_period': 26}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:29,663] Trial 438 finished with value: 1090.28 and parameters: {'ema1_period': 23, 'ema2_period': 15}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:29,677] Trial 439 finished with value: 1096.78 and parameters: {'ema1_period': 22, 'ema2_period': 11}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:29,690] Trial 440 finished with value: 1168.98 and parameters: {'ema1_period': 24, 'ema2_period': 12}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:29,702] Trial 441 finished with value: 1079.78 and parameters: {'ema1_period': 25, 'ema2_period': 14}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:29,714] Trial 442 finished with value: 1168.98 and parameters: {'ema1_period': 23, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:29,726] Trial 443 finished with value: 1118.38 and parameters: {'ema1_period': 24, 'ema2_period': 10}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:29,739] Trial 444 finished with value: 1128.28 and parameters: {'ema1_period': 23, 'ema2_period': 11}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:29,751] Trial 445 finished with value: 1168.98 and parameters: {'ema1_period': 24, 'ema2_period': 12}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:29,763] Trial 446 finished with value: 1148.48 and parameters: {'ema1_period': 22, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:29,775] Trial 447 finished with value: 1100.68 and parameters: {'ema1_period': 23, 'ema2_period': 14}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:29,787] Trial 448 finished with value: 902.88 and parameters: {'ema1_period': 23, 'ema2_period': 35}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:29,800] Trial 449 finished with value: 990.18 and parameters: {'ema1_period': 25, 'ema2_period': 16}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:29,812] Trial 450 finished with value: 1168.98 and parameters: {'ema1_period': 24, 'ema2_period': 12}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:29,824] Trial 451 finished with value: 1168.98 and parameters: {'ema1_period': 23, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:29,941] Trial 452 finished with value: 1000.0 and parameters: {'ema1_period': 23, 'ema2_period': 23}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:29,954] Trial 453 finished with value: 1059.98 and parameters: {'ema1_period': 24, 'ema2_period': 15}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:29,967] Trial 454 finished with value: 1148.18 and parameters: {'ema1_period': 24, 'ema2_period': 11}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:29,979] Trial 455 finished with value: 1148.48 and parameters: {'ema1_period': 22, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:29,991] Trial 456 finished with value: 1079.78 and parameters: {'ema1_period': 25, 'ema2_period': 14}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:30,004] Trial 457 finished with value: 1168.28 and parameters: {'ema1_period': 22, 'ema2_period': 12}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:30,017] Trial 458 finished with value: 1168.98 and parameters: {'ema1_period': 23, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:30,221] Trial 459 finished with value: 874.78 and parameters: {'ema1_period': 24, 'ema2_period': 31}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:30,235] Trial 460 finished with value: 1116.18 and parameters: {'ema1_period': 23, 'ema2_period': 10}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:30,247] Trial 461 finished with value: 1150.28 and parameters: {'ema1_period': 13, 'ema2_period': 12}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:30,260] Trial 462 finished with value: 1090.28 and parameters: {'ema1_period': 24, 'ema2_period': 14}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:30,280] Trial 463 finished with value: 1128.28 and parameters: {'ema1_period': 23, 'ema2_period': 11}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:30,302] Trial 464 finished with value: 1129.28 and parameters: {'ema1_period': 24, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:30,318] Trial 465 finished with value: 1090.28 and parameters: {'ema1_period': 23, 'ema2_period': 15}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:30,334] Trial 466 finished with value: 1159.68 and parameters: {'ema1_period': 25, 'ema2_period': 12}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:30,348] Trial 467 finished with value: 1148.48 and parameters: {'ema1_period': 22, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:30,361] Trial 468 finished with value: 996.58 and parameters: {'ema1_period': 24, 'ema2_period': 49}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:30,373] Trial 469 finished with value: 1100.68 and parameters: {'ema1_period': 23, 'ema2_period': 14}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:30,386] Trial 470 finished with value: 1128.28 and parameters: {'ema1_period': 23, 'ema2_period': 11}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:30,398] Trial 471 finished with value: 1168.98 and parameters: {'ema1_period': 24, 'ema2_period': 12}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:30,613] Trial 472 finished with value: 980.58 and parameters: {'ema1_period': 22, 'ema2_period': 19}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:30,627] Trial 473 finished with value: 1100.68 and parameters: {'ema1_period': 23, 'ema2_period': 14}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:30,639] Trial 474 finished with value: 1168.98 and parameters: {'ema1_period': 24, 'ema2_period': 12}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:30,651] Trial 475 finished with value: 1168.98 and parameters: {'ema1_period': 23, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:30,664] Trial 476 finished with value: 1019.98 and parameters: {'ema1_period': 25, 'ema2_period': 15}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:30,676] Trial 477 finished with value: 1096.68 and parameters: {'ema1_period': 21, 'ema2_period': 11}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:30,688] Trial 478 finished with value: 1168.98 and parameters: {'ema1_period': 23, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:30,701] Trial 479 finished with value: 1090.28 and parameters: {'ema1_period': 24, 'ema2_period': 14}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:30,713] Trial 480 finished with value: 1118.38 and parameters: {'ema1_period': 24, 'ema2_period': 10}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:30,725] Trial 481 finished with value: 1168.28 and parameters: {'ema1_period': 22, 'ema2_period': 12}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:30,737] Trial 482 finished with value: 1168.98 and parameters: {'ema1_period': 23, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:30,750] Trial 483 finished with value: 1148.18 and parameters: {'ema1_period': 24, 'ema2_period': 11}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:30,762] Trial 484 finished with value: 1159.68 and parameters: {'ema1_period': 25, 'ema2_period': 12}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:30,774] Trial 485 finished with value: 1168.98 and parameters: {'ema1_period': 23, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:30,789] Trial 486 finished with value: 1069.98 and parameters: {'ema1_period': 23, 'ema2_period': 16}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:30,804] Trial 487 finished with value: 1158.88 and parameters: {'ema1_period': 22, 'ema2_period': 14}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:30,816] Trial 488 finished with value: 901.88 and parameters: {'ema1_period': 8, 'ema2_period': 12}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:30,829] Trial 489 finished with value: 1148.18 and parameters: {'ema1_period': 24, 'ema2_period': 11}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:30,841] Trial 490 finished with value: 1080.28 and parameters: {'ema1_period': 22, 'ema2_period': 15}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:30,854] Trial 491 finished with value: 1100.68 and parameters: {'ema1_period': 23, 'ema2_period': 14}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:30,866] Trial 492 finished with value: 1168.98 and parameters: {'ema1_period': 23, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:30,879] Trial 493 finished with value: 1168.98 and parameters: {'ema1_period': 24, 'ema2_period': 12}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:30,891] Trial 494 finished with value: 1007.38 and parameters: {'ema1_period': 16, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:30,904] Trial 495 finished with value: 1168.98 and parameters: {'ema1_period': 24, 'ema2_period': 12}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:30,917] Trial 496 finished with value: 1116.18 and parameters: {'ema1_period': 23, 'ema2_period': 10}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:30,930] Trial 497 finished with value: 1079.78 and parameters: {'ema1_period': 25, 'ema2_period': 14}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:30,942] Trial 498 finished with value: 1148.18 and parameters: {'ema1_period': 24, 'ema2_period': 11}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:30,955] Trial 499 finished with value: 1148.48 and parameters: {'ema1_period': 22, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:30,968] Trial 500 finished with value: 1158.38 and parameters: {'ema1_period': 23, 'ema2_period': 12}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:30,980] Trial 501 finished with value: 1090.28 and parameters: {'ema1_period': 24, 'ema2_period': 14}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:31,223] Trial 502 finished with value: 1059.38 and parameters: {'ema1_period': 14, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:31,238] Trial 503 finished with value: 1128.28 and parameters: {'ema1_period': 23, 'ema2_period': 11}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:31,251] Trial 504 finished with value: 1090.28 and parameters: {'ema1_period': 23, 'ema2_period': 15}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:31,556] Trial 505 finished with value: 832.38 and parameters: {'ema1_period': 9, 'ema2_period': 12}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:31,570] Trial 506 finished with value: 1129.28 and parameters: {'ema1_period': 24, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:31,583] Trial 507 finished with value: 1158.88 and parameters: {'ema1_period': 22, 'ema2_period': 14}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:31,597] Trial 508 finished with value: 1009.98 and parameters: {'ema1_period': 25, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:31,612] Trial 509 finished with value: 1128.28 and parameters: {'ema1_period': 23, 'ema2_period': 11}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:31,627] Trial 510 finished with value: 1168.98 and parameters: {'ema1_period': 24, 'ema2_period': 12}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:31,641] Trial 511 finished with value: 1116.18 and parameters: {'ema1_period': 23, 'ema2_period': 10}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:31,654] Trial 512 finished with value: 1090.28 and parameters: {'ema1_period': 24, 'ema2_period': 14}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:31,667] Trial 513 finished with value: 1168.98 and parameters: {'ema1_period': 23, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:31,681] Trial 514 finished with value: 1168.98 and parameters: {'ema1_period': 24, 'ema2_period': 12}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:31,694] Trial 515 finished with value: 1080.28 and parameters: {'ema1_period': 22, 'ema2_period': 15}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:31,707] Trial 516 finished with value: 1158.38 and parameters: {'ema1_period': 23, 'ema2_period': 12}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:31,720] Trial 517 finished with value: 1158.88 and parameters: {'ema1_period': 25, 'ema2_period': 11}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:31,733] Trial 518 finished with value: 1069.98 and parameters: {'ema1_period': 23, 'ema2_period': 16}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:31,746] Trial 519 finished with value: 1158.28 and parameters: {'ema1_period': 21, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:31,759] Trial 520 finished with value: 1168.98 and parameters: {'ema1_period': 24, 'ema2_period': 12}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:31,772] Trial 521 finished with value: 1090.28 and parameters: {'ema1_period': 24, 'ema2_period': 14}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:31,785] Trial 522 finished with value: 1168.98 and parameters: {'ema1_period': 23, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:31,798] Trial 523 finished with value: 1096.78 and parameters: {'ema1_period': 22, 'ema2_period': 11}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:31,811] Trial 524 finished with value: 1129.28 and parameters: {'ema1_period': 24, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:31,824] Trial 525 finished with value: 1100.68 and parameters: {'ema1_period': 23, 'ema2_period': 14}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:31,837] Trial 526 finished with value: 851.68 and parameters: {'ema1_period': 23, 'ema2_period': 24}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:31,850] Trial 527 finished with value: 1158.88 and parameters: {'ema1_period': 25, 'ema2_period': 11}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:31,863] Trial 528 finished with value: 1168.28 and parameters: {'ema1_period': 22, 'ema2_period': 12}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:31,876] Trial 529 finished with value: 1118.38 and parameters: {'ema1_period': 24, 'ema2_period': 10}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:31,889] Trial 530 finished with value: 1090.28 and parameters: {'ema1_period': 23, 'ema2_period': 15}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:31,903] Trial 531 finished with value: 1168.98 and parameters: {'ema1_period': 23, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:31,920] Trial 532 finished with value: 1168.98 and parameters: {'ema1_period': 24, 'ema2_period': 12}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:31,934] Trial 533 finished with value: 1129.38 and parameters: {'ema1_period': 19, 'ema2_period': 17}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:31,947] Trial 534 finished with value: 1158.88 and parameters: {'ema1_period': 22, 'ema2_period': 14}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:31,960] Trial 535 finished with value: 1129.28 and parameters: {'ema1_period': 24, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:31,975] Trial 536 finished with value: 900.58 and parameters: {'ema1_period': 6, 'ema2_period': 12}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:31,990] Trial 537 finished with value: 1100.68 and parameters: {'ema1_period': 23, 'ema2_period': 14}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:32,005] Trial 538 finished with value: 1158.88 and parameters: {'ema1_period': 25, 'ema2_period': 11}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:32,020] Trial 539 finished with value: 1168.98 and parameters: {'ema1_period': 24, 'ema2_period': 12}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:32,036] Trial 540 finished with value: 1168.98 and parameters: {'ema1_period': 23, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:32,050] Trial 541 finished with value: 1090.28 and parameters: {'ema1_period': 23, 'ema2_period': 15}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:32,063] Trial 542 finished with value: 1009.38 and parameters: {'ema1_period': 15, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:32,076] Trial 543 finished with value: 1148.18 and parameters: {'ema1_period': 24, 'ema2_period': 11}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:32,089] Trial 544 finished with value: 1116.58 and parameters: {'ema1_period': 20, 'ema2_period': 12}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:32,103] Trial 545 finished with value: 1158.88 and parameters: {'ema1_period': 22, 'ema2_period': 14}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:32,116] Trial 546 finished with value: 1168.98 and parameters: {'ema1_period': 23, 'ema2_period': 13}. Best is trial 22 with value: 1168.98.
[I 2024-06-23 00:45:32,366] Trial 547 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:32,380] Trial 548 finished with value: 1139.08 and parameters: {'ema1_period': 12, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:32,394] Trial 549 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:32,407] Trial 550 finished with value: 1000.0 and parameters: {'ema1_period': 11, 'ema2_period': 11}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:32,421] Trial 551 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:32,541] Trial 552 finished with value: 1000.0 and parameters: {'ema1_period': 10, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:32,556] Trial 553 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:32,569] Trial 554 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:32,583] Trial 555 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:32,596] Trial 556 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:32,610] Trial 557 finished with value: 1000.0 and parameters: {'ema1_period': 10, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:32,623] Trial 558 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:32,636] Trial 559 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:32,650] Trial 560 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:32,663] Trial 561 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:32,677] Trial 562 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:32,690] Trial 563 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:32,703] Trial 564 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:32,717] Trial 565 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:32,731] Trial 566 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:32,745] Trial 567 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:32,758] Trial 568 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:32,771] Trial 569 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:32,785] Trial 570 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:32,798] Trial 571 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:32,813] Trial 572 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:32,833] Trial 573 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:32,848] Trial 574 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:32,862] Trial 575 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:32,876] Trial 576 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:32,889] Trial 577 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:32,903] Trial 578 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:32,917] Trial 579 finished with value: 1139.08 and parameters: {'ema1_period': 12, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:32,930] Trial 580 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:32,944] Trial 581 finished with value: 1139.08 and parameters: {'ema1_period': 12, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:32,957] Trial 582 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:32,971] Trial 583 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:32,984] Trial 584 finished with value: 1000.0 and parameters: {'ema1_period': 10, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:32,998] Trial 585 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:33,011] Trial 586 finished with value: 1139.08 and parameters: {'ema1_period': 12, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:33,025] Trial 587 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:33,039] Trial 588 finished with value: 1139.08 and parameters: {'ema1_period': 12, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:33,052] Trial 589 finished with value: 1000.0 and parameters: {'ema1_period': 10, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:33,077] Trial 590 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:33,101] Trial 591 finished with value: 1000.0 and parameters: {'ema1_period': 10, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:33,117] Trial 592 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:33,135] Trial 593 finished with value: 1000.0 and parameters: {'ema1_period': 10, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:33,154] Trial 594 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:33,175] Trial 595 finished with value: 1139.08 and parameters: {'ema1_period': 12, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:33,191] Trial 596 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:33,206] Trial 597 finished with value: 1000.0 and parameters: {'ema1_period': 10, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:33,221] Trial 598 finished with value: 1139.08 and parameters: {'ema1_period': 12, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:33,236] Trial 599 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:33,250] Trial 600 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:33,265] Trial 601 finished with value: 1139.08 and parameters: {'ema1_period': 12, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:33,279] Trial 602 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:33,293] Trial 603 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:33,307] Trial 604 finished with value: 1000.0 and parameters: {'ema1_period': 10, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:33,322] Trial 605 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:33,336] Trial 606 finished with value: 1139.08 and parameters: {'ema1_period': 12, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:33,350] Trial 607 finished with value: 1000.0 and parameters: {'ema1_period': 10, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:33,365] Trial 608 finished with value: 1139.08 and parameters: {'ema1_period': 12, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:33,380] Trial 609 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:33,394] Trial 610 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:33,655] Trial 611 finished with value: 943.18 and parameters: {'ema1_period': 9, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:33,671] Trial 612 finished with value: 1000.0 and parameters: {'ema1_period': 10, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:33,691] Trial 613 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:33,708] Trial 614 finished with value: 1139.08 and parameters: {'ema1_period': 12, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:33,969] Trial 615 finished with value: 802.38 and parameters: {'ema1_period': 10, 'ema2_period': 11}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:33,984] Trial 616 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:33,998] Trial 617 finished with value: 1000.0 and parameters: {'ema1_period': 11, 'ema2_period': 11}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:34,012] Trial 618 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:34,026] Trial 619 finished with value: 1153.88 and parameters: {'ema1_period': 12, 'ema2_period': 11}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:34,040] Trial 620 finished with value: 1000.0 and parameters: {'ema1_period': 10, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:34,054] Trial 621 finished with value: 1000.0 and parameters: {'ema1_period': 11, 'ema2_period': 11}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:34,068] Trial 622 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:34,082] Trial 623 finished with value: 1139.08 and parameters: {'ema1_period': 12, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:34,096] Trial 624 finished with value: 802.38 and parameters: {'ema1_period': 10, 'ema2_period': 11}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:34,110] Trial 625 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:34,124] Trial 626 finished with value: 1153.88 and parameters: {'ema1_period': 12, 'ema2_period': 11}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:34,138] Trial 627 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:34,152] Trial 628 finished with value: 802.38 and parameters: {'ema1_period': 10, 'ema2_period': 11}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:34,166] Trial 629 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:34,180] Trial 630 finished with value: 1000.0 and parameters: {'ema1_period': 11, 'ema2_period': 11}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:34,195] Trial 631 finished with value: 1153.88 and parameters: {'ema1_period': 12, 'ema2_period': 11}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:34,216] Trial 632 finished with value: 1153.78 and parameters: {'ema1_period': 13, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:34,231] Trial 633 finished with value: 1000.0 and parameters: {'ema1_period': 10, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:34,246] Trial 634 finished with value: 1000.0 and parameters: {'ema1_period': 11, 'ema2_period': 11}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:34,260] Trial 635 finished with value: 1153.88 and parameters: {'ema1_period': 12, 'ema2_period': 11}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:34,275] Trial 636 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:34,289] Trial 637 finished with value: 1000.0 and parameters: {'ema1_period': 10, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:34,303] Trial 638 finished with value: 943.18 and parameters: {'ema1_period': 9, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:34,318] Trial 639 finished with value: 1000.0 and parameters: {'ema1_period': 11, 'ema2_period': 11}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:34,340] Trial 640 finished with value: 1139.08 and parameters: {'ema1_period': 12, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:34,362] Trial 641 finished with value: 1000.0 and parameters: {'ema1_period': 11, 'ema2_period': 11}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:34,379] Trial 642 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:34,398] Trial 643 finished with value: 802.38 and parameters: {'ema1_period': 10, 'ema2_period': 11}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:34,413] Trial 644 finished with value: 1153.88 and parameters: {'ema1_period': 12, 'ema2_period': 11}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:34,429] Trial 645 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:34,443] Trial 646 finished with value: 1000.0 and parameters: {'ema1_period': 10, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:34,458] Trial 647 finished with value: 1000.0 and parameters: {'ema1_period': 11, 'ema2_period': 11}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:34,473] Trial 648 finished with value: 1139.08 and parameters: {'ema1_period': 12, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:34,487] Trial 649 finished with value: 1000.0 and parameters: {'ema1_period': 11, 'ema2_period': 11}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:34,502] Trial 650 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:34,518] Trial 651 finished with value: 802.38 and parameters: {'ema1_period': 10, 'ema2_period': 11}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:34,534] Trial 652 finished with value: 1139.08 and parameters: {'ema1_period': 12, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:34,550] Trial 653 finished with value: 1000.0 and parameters: {'ema1_period': 11, 'ema2_period': 11}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:34,565] Trial 654 finished with value: 1000.0 and parameters: {'ema1_period': 10, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:34,580] Trial 655 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:34,595] Trial 656 finished with value: 1000.0 and parameters: {'ema1_period': 11, 'ema2_period': 11}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:34,610] Trial 657 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:34,625] Trial 658 finished with value: 1153.88 and parameters: {'ema1_period': 12, 'ema2_period': 11}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:34,639] Trial 659 finished with value: 1000.0 and parameters: {'ema1_period': 10, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:34,654] Trial 660 finished with value: 1139.08 and parameters: {'ema1_period': 12, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:34,669] Trial 661 finished with value: 1000.0 and parameters: {'ema1_period': 11, 'ema2_period': 11}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:34,683] Trial 662 finished with value: 802.38 and parameters: {'ema1_period': 10, 'ema2_period': 11}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:34,698] Trial 663 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:34,713] Trial 664 finished with value: 1139.08 and parameters: {'ema1_period': 12, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:34,728] Trial 665 finished with value: 1000.0 and parameters: {'ema1_period': 11, 'ema2_period': 11}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:34,742] Trial 666 finished with value: 802.38 and parameters: {'ema1_period': 10, 'ema2_period': 11}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:34,757] Trial 667 finished with value: 943.18 and parameters: {'ema1_period': 9, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:34,776] Trial 668 finished with value: 1000.0 and parameters: {'ema1_period': 11, 'ema2_period': 11}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:34,792] Trial 669 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:34,807] Trial 670 finished with value: 1139.08 and parameters: {'ema1_period': 12, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:34,822] Trial 671 finished with value: 1163.58 and parameters: {'ema1_period': 13, 'ema2_period': 11}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:34,837] Trial 672 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:34,852] Trial 673 finished with value: 802.38 and parameters: {'ema1_period': 10, 'ema2_period': 11}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:34,867] Trial 674 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:34,882] Trial 675 finished with value: 1153.88 and parameters: {'ema1_period': 12, 'ema2_period': 11}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:34,897] Trial 676 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:34,912] Trial 677 finished with value: 802.38 and parameters: {'ema1_period': 10, 'ema2_period': 11}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:34,927] Trial 678 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:34,942] Trial 679 finished with value: 1139.08 and parameters: {'ema1_period': 12, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:34,956] Trial 680 finished with value: 1000.0 and parameters: {'ema1_period': 11, 'ema2_period': 11}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:34,971] Trial 681 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:34,986] Trial 682 finished with value: 1163.58 and parameters: {'ema1_period': 13, 'ema2_period': 11}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:35,002] Trial 683 finished with value: 1000.0 and parameters: {'ema1_period': 10, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:35,017] Trial 684 finished with value: 1153.88 and parameters: {'ema1_period': 12, 'ema2_period': 11}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:35,032] Trial 685 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:35,049] Trial 686 finished with value: 802.38 and parameters: {'ema1_period': 10, 'ema2_period': 11}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:35,066] Trial 687 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:35,082] Trial 688 finished with value: 1000.0 and parameters: {'ema1_period': 11, 'ema2_period': 11}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:35,097] Trial 689 finished with value: 1000.0 and parameters: {'ema1_period': 10, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:35,112] Trial 690 finished with value: 1153.88 and parameters: {'ema1_period': 12, 'ema2_period': 11}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:35,127] Trial 691 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:35,142] Trial 692 finished with value: 1153.88 and parameters: {'ema1_period': 12, 'ema2_period': 11}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:35,157] Trial 693 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:35,182] Trial 694 finished with value: 1000.0 and parameters: {'ema1_period': 10, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:35,205] Trial 695 finished with value: 1000.0 and parameters: {'ema1_period': 11, 'ema2_period': 11}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:35,226] Trial 696 finished with value: 1139.08 and parameters: {'ema1_period': 12, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:35,442] Trial 697 finished with value: 979.98 and parameters: {'ema1_period': 11, 'ema2_period': 31}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:35,458] Trial 698 finished with value: 1000.0 and parameters: {'ema1_period': 10, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:35,669] Trial 699 finished with value: 863.48 and parameters: {'ema1_period': 11, 'ema2_period': 45}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:35,685] Trial 700 finished with value: 1000.0 and parameters: {'ema1_period': 11, 'ema2_period': 11}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:35,939] Trial 701 finished with value: 901.88 and parameters: {'ema1_period': 9, 'ema2_period': 11}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:35,956] Trial 702 finished with value: 1139.08 and parameters: {'ema1_period': 12, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:35,971] Trial 703 finished with value: 802.38 and parameters: {'ema1_period': 10, 'ema2_period': 11}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:35,988] Trial 704 finished with value: 1139.08 and parameters: {'ema1_period': 12, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:36,005] Trial 705 finished with value: 1000.0 and parameters: {'ema1_period': 11, 'ema2_period': 11}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:36,021] Trial 706 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:36,036] Trial 707 finished with value: 1000.0 and parameters: {'ema1_period': 11, 'ema2_period': 11}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:36,052] Trial 708 finished with value: 1000.0 and parameters: {'ema1_period': 10, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:36,269] Trial 709 finished with value: 979.98 and parameters: {'ema1_period': 12, 'ema2_period': 29}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:36,286] Trial 710 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:36,301] Trial 711 finished with value: 802.38 and parameters: {'ema1_period': 10, 'ema2_period': 11}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:36,317] Trial 712 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:36,333] Trial 713 finished with value: 1000.0 and parameters: {'ema1_period': 11, 'ema2_period': 11}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:36,348] Trial 714 finished with value: 1139.08 and parameters: {'ema1_period': 12, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:36,364] Trial 715 finished with value: 802.38 and parameters: {'ema1_period': 10, 'ema2_period': 11}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:36,379] Trial 716 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:36,395] Trial 717 finished with value: 1000.0 and parameters: {'ema1_period': 11, 'ema2_period': 11}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:36,410] Trial 718 finished with value: 1139.08 and parameters: {'ema1_period': 12, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:36,426] Trial 719 finished with value: 802.38 and parameters: {'ema1_period': 10, 'ema2_period': 11}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:36,444] Trial 720 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:36,462] Trial 721 finished with value: 1153.88 and parameters: {'ema1_period': 12, 'ema2_period': 11}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:36,478] Trial 722 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:36,494] Trial 723 finished with value: 1000.0 and parameters: {'ema1_period': 10, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:36,509] Trial 724 finished with value: 1163.58 and parameters: {'ema1_period': 13, 'ema2_period': 11}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:36,525] Trial 725 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:36,541] Trial 726 finished with value: 1139.08 and parameters: {'ema1_period': 12, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:36,557] Trial 727 finished with value: 1000.0 and parameters: {'ema1_period': 11, 'ema2_period': 11}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:36,572] Trial 728 finished with value: 802.38 and parameters: {'ema1_period': 10, 'ema2_period': 11}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:36,588] Trial 729 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:36,603] Trial 730 finished with value: 1153.88 and parameters: {'ema1_period': 12, 'ema2_period': 11}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:36,619] Trial 731 finished with value: 943.18 and parameters: {'ema1_period': 9, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:36,634] Trial 732 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:36,650] Trial 733 finished with value: 802.38 and parameters: {'ema1_period': 10, 'ema2_period': 11}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:36,665] Trial 734 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:36,681] Trial 735 finished with value: 1153.88 and parameters: {'ema1_period': 12, 'ema2_period': 11}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:36,700] Trial 736 finished with value: 1000.0 and parameters: {'ema1_period': 11, 'ema2_period': 11}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:36,717] Trial 737 finished with value: 1000.0 and parameters: {'ema1_period': 10, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:36,733] Trial 738 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:36,749] Trial 739 finished with value: 1000.0 and parameters: {'ema1_period': 11, 'ema2_period': 11}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:36,766] Trial 740 finished with value: 1139.08 and parameters: {'ema1_period': 12, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:36,782] Trial 741 finished with value: 1000.0 and parameters: {'ema1_period': 11, 'ema2_period': 11}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:36,797] Trial 742 finished with value: 1000.0 and parameters: {'ema1_period': 10, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:36,823] Trial 743 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:36,847] Trial 744 finished with value: 1153.88 and parameters: {'ema1_period': 12, 'ema2_period': 11}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:36,870] Trial 745 finished with value: 1000.0 and parameters: {'ema1_period': 11, 'ema2_period': 11}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:36,886] Trial 746 finished with value: 1000.0 and parameters: {'ema1_period': 10, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:36,903] Trial 747 finished with value: 1163.58 and parameters: {'ema1_period': 13, 'ema2_period': 11}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:36,920] Trial 748 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:36,937] Trial 749 finished with value: 1153.88 and parameters: {'ema1_period': 12, 'ema2_period': 11}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:36,953] Trial 750 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:36,972] Trial 751 finished with value: 1000.0 and parameters: {'ema1_period': 10, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:36,989] Trial 752 finished with value: 1000.0 and parameters: {'ema1_period': 11, 'ema2_period': 11}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:37,005] Trial 753 finished with value: 1139.08 and parameters: {'ema1_period': 12, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:37,021] Trial 754 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:37,038] Trial 755 finished with value: 1000.0 and parameters: {'ema1_period': 11, 'ema2_period': 11}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:37,054] Trial 756 finished with value: 802.38 and parameters: {'ema1_period': 10, 'ema2_period': 11}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:37,071] Trial 757 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:37,087] Trial 758 finished with value: 1153.88 and parameters: {'ema1_period': 12, 'ema2_period': 11}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:37,103] Trial 759 finished with value: 1000.0 and parameters: {'ema1_period': 10, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:37,316] Trial 760 finished with value: 961.28 and parameters: {'ema1_period': 11, 'ema2_period': 38}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:37,527] Trial 761 finished with value: 920.88 and parameters: {'ema1_period': 12, 'ema2_period': 41}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:37,544] Trial 762 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:37,560] Trial 763 finished with value: 901.88 and parameters: {'ema1_period': 9, 'ema2_period': 11}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:37,796] Trial 764 finished with value: 991.98 and parameters: {'ema1_period': 10, 'ema2_period': 21}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:37,813] Trial 765 finished with value: 1139.08 and parameters: {'ema1_period': 12, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:37,831] Trial 766 finished with value: 1000.0 and parameters: {'ema1_period': 11, 'ema2_period': 11}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:37,850] Trial 767 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:37,867] Trial 768 finished with value: 802.38 and parameters: {'ema1_period': 10, 'ema2_period': 11}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:37,883] Trial 769 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:37,899] Trial 770 finished with value: 1153.88 and parameters: {'ema1_period': 12, 'ema2_period': 11}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:38,209] Trial 771 finished with value: 889.68 and parameters: {'ema1_period': 7, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:38,226] Trial 772 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:38,242] Trial 773 finished with value: 960.88 and parameters: {'ema1_period': 5, 'ema2_period': 11}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:38,469] Trial 774 finished with value: 831.28 and parameters: {'ema1_period': 10, 'ema2_period': 27}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:38,486] Trial 775 finished with value: 1153.88 and parameters: {'ema1_period': 12, 'ema2_period': 11}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:38,502] Trial 776 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:38,518] Trial 777 finished with value: 1000.0 and parameters: {'ema1_period': 11, 'ema2_period': 11}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:38,534] Trial 778 finished with value: 1000.0 and parameters: {'ema1_period': 10, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:38,549] Trial 779 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:38,566] Trial 780 finished with value: 1139.08 and parameters: {'ema1_period': 12, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:38,582] Trial 781 finished with value: 1000.0 and parameters: {'ema1_period': 11, 'ema2_period': 11}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:38,602] Trial 782 finished with value: 1000.0 and parameters: {'ema1_period': 10, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:38,619] Trial 783 finished with value: 1000.0 and parameters: {'ema1_period': 11, 'ema2_period': 11}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:38,636] Trial 784 finished with value: 1153.88 and parameters: {'ema1_period': 12, 'ema2_period': 11}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:38,890] Trial 785 finished with value: 826.08 and parameters: {'ema1_period': 11, 'ema2_period': 12}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:38,907] Trial 786 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:38,923] Trial 787 finished with value: 1000.0 and parameters: {'ema1_period': 10, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:38,939] Trial 788 finished with value: 1153.88 and parameters: {'ema1_period': 12, 'ema2_period': 11}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:38,955] Trial 789 finished with value: 826.08 and parameters: {'ema1_period': 11, 'ema2_period': 12}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:39,186] Trial 790 finished with value: 919.98 and parameters: {'ema1_period': 10, 'ema2_period': 30}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:39,395] Trial 791 finished with value: 1021.38 and parameters: {'ema1_period': 13, 'ema2_period': 48}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:39,633] Trial 792 finished with value: 883.18 and parameters: {'ema1_period': 11, 'ema2_period': 22}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:39,650] Trial 793 finished with value: 1139.08 and parameters: {'ema1_period': 12, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:39,667] Trial 794 finished with value: 1000.0 and parameters: {'ema1_period': 11, 'ema2_period': 11}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:39,683] Trial 795 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:39,699] Trial 796 finished with value: 802.38 and parameters: {'ema1_period': 10, 'ema2_period': 11}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:39,716] Trial 797 finished with value: 1139.08 and parameters: {'ema1_period': 12, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:39,735] Trial 798 finished with value: 1000.0 and parameters: {'ema1_period': 11, 'ema2_period': 11}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:39,755] Trial 799 finished with value: 840.88 and parameters: {'ema1_period': 10, 'ema2_period': 12}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:39,772] Trial 800 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:39,789] Trial 801 finished with value: 832.38 and parameters: {'ema1_period': 9, 'ema2_period': 12}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:39,805] Trial 802 finished with value: 971.18 and parameters: {'ema1_period': 12, 'ema2_period': 35}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:40,035] Trial 803 finished with value: 821.08 and parameters: {'ema1_period': 11, 'ema2_period': 25}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:40,052] Trial 804 finished with value: 802.38 and parameters: {'ema1_period': 10, 'ema2_period': 11}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:40,069] Trial 805 finished with value: 1140.58 and parameters: {'ema1_period': 16, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:40,085] Trial 806 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:40,101] Trial 807 finished with value: 1139.08 and parameters: {'ema1_period': 12, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:40,338] Trial 808 finished with value: 1031.88 and parameters: {'ema1_period': 11, 'ema2_period': 20}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:40,557] Trial 809 finished with value: 949.58 and parameters: {'ema1_period': 10, 'ema2_period': 32}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:40,574] Trial 810 finished with value: 1000.0 and parameters: {'ema1_period': 11, 'ema2_period': 11}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:40,590] Trial 811 finished with value: 1139.08 and parameters: {'ema1_period': 12, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:40,610] Trial 812 finished with value: 1000.0 and parameters: {'ema1_period': 11, 'ema2_period': 11}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:40,629] Trial 813 finished with value: 840.88 and parameters: {'ema1_period': 10, 'ema2_period': 12}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:40,646] Trial 814 finished with value: 1000.0 and parameters: {'ema1_period': 11, 'ema2_period': 11}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:40,662] Trial 815 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:40,679] Trial 816 finished with value: 1153.88 and parameters: {'ema1_period': 12, 'ema2_period': 11}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:40,696] Trial 817 finished with value: 1000.0 and parameters: {'ema1_period': 10, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:40,712] Trial 818 finished with value: 826.08 and parameters: {'ema1_period': 11, 'ema2_period': 12}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:40,729] Trial 819 finished with value: 1139.08 and parameters: {'ema1_period': 12, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:40,745] Trial 820 finished with value: 1000.0 and parameters: {'ema1_period': 11, 'ema2_period': 11}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:40,761] Trial 821 finished with value: 802.38 and parameters: {'ema1_period': 10, 'ema2_period': 11}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:40,778] Trial 822 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:40,794] Trial 823 finished with value: 1000.0 and parameters: {'ema1_period': 12, 'ema2_period': 12}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:40,811] Trial 824 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:40,827] Trial 825 finished with value: 1000.0 and parameters: {'ema1_period': 10, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:41,095] Trial 826 finished with value: 920.48 and parameters: {'ema1_period': 7, 'ema2_period': 11}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:41,113] Trial 827 finished with value: 1150.28 and parameters: {'ema1_period': 13, 'ema2_period': 12}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:41,129] Trial 828 finished with value: 1000.0 and parameters: {'ema1_period': 11, 'ema2_period': 11}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:41,146] Trial 829 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:41,162] Trial 830 finished with value: 1139.08 and parameters: {'ema1_period': 12, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:41,179] Trial 831 finished with value: 1000.0 and parameters: {'ema1_period': 11, 'ema2_period': 11}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:41,195] Trial 832 finished with value: 1000.0 and parameters: {'ema1_period': 10, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:41,212] Trial 833 finished with value: 1000.0 and parameters: {'ema1_period': 12, 'ema2_period': 12}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:41,229] Trial 834 finished with value: 1000.0 and parameters: {'ema1_period': 11, 'ema2_period': 11}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:41,249] Trial 835 finished with value: 1000.0 and parameters: {'ema1_period': 10, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:41,270] Trial 836 finished with value: 1000.0 and parameters: {'ema1_period': 11, 'ema2_period': 11}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:41,491] Trial 837 finished with value: 893.58 and parameters: {'ema1_period': 12, 'ema2_period': 43}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:41,510] Trial 838 finished with value: 943.18 and parameters: {'ema1_period': 9, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:41,528] Trial 839 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:41,545] Trial 840 finished with value: 826.08 and parameters: {'ema1_period': 11, 'ema2_period': 12}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:41,562] Trial 841 finished with value: 802.38 and parameters: {'ema1_period': 10, 'ema2_period': 11}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:41,588] Trial 842 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:41,608] Trial 843 finished with value: 1153.88 and parameters: {'ema1_period': 12, 'ema2_period': 11}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:41,627] Trial 844 finished with value: 1000.0 and parameters: {'ema1_period': 10, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:41,646] Trial 845 finished with value: 826.08 and parameters: {'ema1_period': 11, 'ema2_period': 12}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:41,665] Trial 846 finished with value: 1000.0 and parameters: {'ema1_period': 11, 'ema2_period': 11}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:41,684] Trial 847 finished with value: 1139.08 and parameters: {'ema1_period': 12, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:41,702] Trial 848 finished with value: 923.58 and parameters: {'ema1_period': 8, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:41,721] Trial 849 finished with value: 826.08 and parameters: {'ema1_period': 11, 'ema2_period': 12}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:41,738] Trial 850 finished with value: 802.38 and parameters: {'ema1_period': 10, 'ema2_period': 11}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:41,758] Trial 851 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:41,777] Trial 852 finished with value: 1153.88 and parameters: {'ema1_period': 12, 'ema2_period': 11}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:41,795] Trial 853 finished with value: 840.88 and parameters: {'ema1_period': 10, 'ema2_period': 12}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:41,813] Trial 854 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:41,832] Trial 855 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:41,851] Trial 856 finished with value: 1153.88 and parameters: {'ema1_period': 12, 'ema2_period': 11}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:41,879] Trial 857 finished with value: 1163.58 and parameters: {'ema1_period': 13, 'ema2_period': 11}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:41,899] Trial 858 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:42,132] Trial 859 finished with value: 850.58 and parameters: {'ema1_period': 10, 'ema2_period': 28}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:42,152] Trial 860 finished with value: 1000.0 and parameters: {'ema1_period': 12, 'ema2_period': 12}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:42,169] Trial 861 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:42,189] Trial 862 finished with value: 802.38 and parameters: {'ema1_period': 10, 'ema2_period': 11}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:42,207] Trial 863 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:42,226] Trial 864 finished with value: 1139.08 and parameters: {'ema1_period': 12, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:42,244] Trial 865 finished with value: 1000.0 and parameters: {'ema1_period': 11, 'ema2_period': 11}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:42,263] Trial 866 finished with value: 826.08 and parameters: {'ema1_period': 11, 'ema2_period': 12}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:42,281] Trial 867 finished with value: 1000.0 and parameters: {'ema1_period': 10, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:42,373] Trial 868 finished with value: 1000.0 and parameters: {'ema1_period': 11, 'ema2_period': 11}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:42,392] Trial 869 finished with value: 1139.08 and parameters: {'ema1_period': 12, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:42,411] Trial 870 finished with value: 1000.0 and parameters: {'ema1_period': 11, 'ema2_period': 11}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:42,438] Trial 871 finished with value: 1000.0 and parameters: {'ema1_period': 10, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:42,458] Trial 872 finished with value: 826.08 and parameters: {'ema1_period': 11, 'ema2_period': 12}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:42,477] Trial 873 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:42,496] Trial 874 finished with value: 901.88 and parameters: {'ema1_period': 9, 'ema2_period': 11}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:42,514] Trial 875 finished with value: 1153.88 and parameters: {'ema1_period': 12, 'ema2_period': 11}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:42,533] Trial 876 finished with value: 840.88 and parameters: {'ema1_period': 10, 'ema2_period': 12}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:42,551] Trial 877 finished with value: 1177.58 and parameters: {'ema1_period': 11, 'ema2_period': 10}. Best is trial 547 with value: 1177.58.
[I 2024-06-23 00:45:42,570] Trial 878 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:42,589] Trial 879 finished with value: 1163.58 and parameters: {'ema1_period': 13, 'ema2_period': 11}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:42,607] Trial 880 finished with value: 1120.48 and parameters: {'ema1_period': 15, 'ema2_period': 10}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:42,626] Trial 881 finished with value: 1019.28 and parameters: {'ema1_period': 16, 'ema2_period': 12}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:42,648] Trial 882 finished with value: 1153.88 and parameters: {'ema1_period': 12, 'ema2_period': 11}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:42,669] Trial 883 finished with value: 1153.78 and parameters: {'ema1_period': 13, 'ema2_period': 10}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:42,690] Trial 884 finished with value: 1139.08 and parameters: {'ema1_period': 12, 'ema2_period': 10}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:42,713] Trial 885 finished with value: 909.68 and parameters: {'ema1_period': 15, 'ema2_period': 23}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:42,732] Trial 886 finished with value: 802.38 and parameters: {'ema1_period': 10, 'ema2_period': 11}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:42,750] Trial 887 finished with value: 1000.0 and parameters: {'ema1_period': 11, 'ema2_period': 11}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:42,767] Trial 888 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:42,785] Trial 889 finished with value: 1060.38 and parameters: {'ema1_period': 14, 'ema2_period': 12}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:42,802] Trial 890 finished with value: 1080.38 and parameters: {'ema1_period': 17, 'ema2_period': 10}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:42,819] Trial 891 finished with value: 1019.28 and parameters: {'ema1_period': 16, 'ema2_period': 12}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:42,836] Trial 892 finished with value: 1080.48 and parameters: {'ema1_period': 15, 'ema2_period': 11}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:42,853] Trial 893 finished with value: 1153.78 and parameters: {'ema1_period': 13, 'ema2_period': 10}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:43,082] Trial 894 finished with value: 850.58 and parameters: {'ema1_period': 17, 'ema2_period': 19}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:43,100] Trial 895 finished with value: 1153.78 and parameters: {'ema1_period': 13, 'ema2_period': 10}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:43,117] Trial 896 finished with value: 1080.48 and parameters: {'ema1_period': 15, 'ema2_period': 11}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:43,134] Trial 897 finished with value: 1007.38 and parameters: {'ema1_period': 18, 'ema2_period': 11}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:43,152] Trial 898 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:43,171] Trial 899 finished with value: 1120.48 and parameters: {'ema1_period': 15, 'ema2_period': 10}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:43,190] Trial 900 finished with value: 1060.38 and parameters: {'ema1_period': 14, 'ema2_period': 12}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:43,208] Trial 901 finished with value: 1080.48 and parameters: {'ema1_period': 15, 'ema2_period': 11}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:43,225] Trial 902 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:43,242] Trial 903 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:43,260] Trial 904 finished with value: 1060.38 and parameters: {'ema1_period': 14, 'ema2_period': 12}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:43,277] Trial 905 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:43,295] Trial 906 finished with value: 1170.48 and parameters: {'ema1_period': 14, 'ema2_period': 11}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:43,312] Trial 907 finished with value: 1120.48 and parameters: {'ema1_period': 15, 'ema2_period': 10}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:43,329] Trial 908 finished with value: 1170.48 and parameters: {'ema1_period': 14, 'ema2_period': 11}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:43,347] Trial 909 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:43,364] Trial 910 finished with value: 1060.38 and parameters: {'ema1_period': 14, 'ema2_period': 12}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:43,382] Trial 911 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:43,399] Trial 912 finished with value: 1170.48 and parameters: {'ema1_period': 14, 'ema2_period': 11}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:43,419] Trial 913 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:43,437] Trial 914 finished with value: 1170.48 and parameters: {'ema1_period': 14, 'ema2_period': 11}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:43,455] Trial 915 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:43,473] Trial 916 finished with value: 1060.38 and parameters: {'ema1_period': 14, 'ema2_period': 12}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:43,689] Trial 917 finished with value: 961.48 and parameters: {'ema1_period': 14, 'ema2_period': 34}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:43,707] Trial 918 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:43,724] Trial 919 finished with value: 1170.48 and parameters: {'ema1_period': 14, 'ema2_period': 11}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:43,742] Trial 920 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:43,760] Trial 921 finished with value: 1060.38 and parameters: {'ema1_period': 14, 'ema2_period': 12}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:43,777] Trial 922 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:43,796] Trial 923 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:43,814] Trial 924 finished with value: 1170.48 and parameters: {'ema1_period': 14, 'ema2_period': 11}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:43,831] Trial 925 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:43,851] Trial 926 finished with value: 951.98 and parameters: {'ema1_period': 14, 'ema2_period': 50}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:43,870] Trial 927 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:43,889] Trial 928 finished with value: 1170.48 and parameters: {'ema1_period': 14, 'ema2_period': 11}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:43,907] Trial 929 finished with value: 1039.58 and parameters: {'ema1_period': 15, 'ema2_period': 12}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:43,929] Trial 930 finished with value: 1170.48 and parameters: {'ema1_period': 14, 'ema2_period': 11}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:43,958] Trial 931 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:43,981] Trial 932 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:44,001] Trial 933 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:44,019] Trial 934 finished with value: 1170.48 and parameters: {'ema1_period': 14, 'ema2_period': 11}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:44,038] Trial 935 finished with value: 1060.38 and parameters: {'ema1_period': 14, 'ema2_period': 12}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:44,056] Trial 936 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:44,075] Trial 937 finished with value: 1170.48 and parameters: {'ema1_period': 14, 'ema2_period': 11}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:44,093] Trial 938 finished with value: 1120.48 and parameters: {'ema1_period': 15, 'ema2_period': 10}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:44,111] Trial 939 finished with value: 1060.38 and parameters: {'ema1_period': 14, 'ema2_period': 12}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:44,132] Trial 940 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:44,150] Trial 941 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:44,169] Trial 942 finished with value: 1170.48 and parameters: {'ema1_period': 14, 'ema2_period': 11}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:44,187] Trial 943 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:44,205] Trial 944 finished with value: 1120.48 and parameters: {'ema1_period': 15, 'ema2_period': 10}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:44,223] Trial 945 finished with value: 1170.48 and parameters: {'ema1_period': 14, 'ema2_period': 11}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:44,241] Trial 946 finished with value: 1060.38 and parameters: {'ema1_period': 14, 'ema2_period': 12}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:44,464] Trial 947 finished with value: 919.98 and parameters: {'ema1_period': 15, 'ema2_period': 24}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:44,484] Trial 948 finished with value: 1120.48 and parameters: {'ema1_period': 15, 'ema2_period': 10}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:44,502] Trial 949 finished with value: 1170.48 and parameters: {'ema1_period': 14, 'ema2_period': 11}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:44,711] Trial 950 finished with value: 1003.28 and parameters: {'ema1_period': 13, 'ema2_period': 47}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:44,730] Trial 951 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:44,755] Trial 952 finished with value: 1060.38 and parameters: {'ema1_period': 14, 'ema2_period': 12}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:44,775] Trial 953 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:44,794] Trial 954 finished with value: 1170.48 and parameters: {'ema1_period': 14, 'ema2_period': 11}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:45,019] Trial 955 finished with value: 960.08 and parameters: {'ema1_period': 14, 'ema2_period': 26}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:45,039] Trial 956 finished with value: 984.28 and parameters: {'ema1_period': 15, 'ema2_period': 39}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:45,057] Trial 957 finished with value: 1153.78 and parameters: {'ema1_period': 13, 'ema2_period': 10}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:45,076] Trial 958 finished with value: 1060.38 and parameters: {'ema1_period': 14, 'ema2_period': 12}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:45,095] Trial 959 finished with value: 1170.48 and parameters: {'ema1_period': 14, 'ema2_period': 11}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:45,113] Trial 960 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:45,132] Trial 961 finished with value: 1080.48 and parameters: {'ema1_period': 15, 'ema2_period': 11}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:45,150] Trial 962 finished with value: 1153.78 and parameters: {'ema1_period': 13, 'ema2_period': 10}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:45,169] Trial 963 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:45,190] Trial 964 finished with value: 1080.48 and parameters: {'ema1_period': 15, 'ema2_period': 11}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:45,215] Trial 965 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:45,234] Trial 966 finished with value: 1150.28 and parameters: {'ema1_period': 13, 'ema2_period': 12}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:45,254] Trial 967 finished with value: 1163.58 and parameters: {'ema1_period': 13, 'ema2_period': 11}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:45,468] Trial 968 finished with value: 930.98 and parameters: {'ema1_period': 14, 'ema2_period': 37}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:45,488] Trial 969 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:45,507] Trial 970 finished with value: 1120.48 and parameters: {'ema1_period': 15, 'ema2_period': 10}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:45,525] Trial 971 finished with value: 1060.38 and parameters: {'ema1_period': 14, 'ema2_period': 12}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:45,544] Trial 972 finished with value: 1163.58 and parameters: {'ema1_period': 13, 'ema2_period': 11}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:45,563] Trial 973 finished with value: 1080.48 and parameters: {'ema1_period': 15, 'ema2_period': 11}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:45,582] Trial 974 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:45,605] Trial 975 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:45,628] Trial 976 finished with value: 1120.48 and parameters: {'ema1_period': 15, 'ema2_period': 10}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:45,656] Trial 977 finished with value: 1170.48 and parameters: {'ema1_period': 14, 'ema2_period': 11}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:45,677] Trial 978 finished with value: 1060.38 and parameters: {'ema1_period': 14, 'ema2_period': 12}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:45,696] Trial 979 finished with value: 1153.78 and parameters: {'ema1_period': 13, 'ema2_period': 10}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:45,716] Trial 980 finished with value: 1080.48 and parameters: {'ema1_period': 15, 'ema2_period': 11}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:45,735] Trial 981 finished with value: 1163.58 and parameters: {'ema1_period': 13, 'ema2_period': 11}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:45,754] Trial 982 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:45,772] Trial 983 finished with value: 1060.38 and parameters: {'ema1_period': 14, 'ema2_period': 12}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:45,792] Trial 984 finished with value: 1163.58 and parameters: {'ema1_period': 13, 'ema2_period': 11}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:45,810] Trial 985 finished with value: 1120.48 and parameters: {'ema1_period': 15, 'ema2_period': 10}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:45,829] Trial 986 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:45,848] Trial 987 finished with value: 1060.38 and parameters: {'ema1_period': 14, 'ema2_period': 12}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:45,867] Trial 988 finished with value: 1080.48 and parameters: {'ema1_period': 15, 'ema2_period': 11}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:45,892] Trial 989 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:45,912] Trial 990 finished with value: 1163.58 and parameters: {'ema1_period': 13, 'ema2_period': 11}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:45,930] Trial 991 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:45,950] Trial 992 finished with value: 813.68 and parameters: {'ema1_period': 15, 'ema2_period': 18}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:45,969] Trial 993 finished with value: 1150.28 and parameters: {'ema1_period': 13, 'ema2_period': 12}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:45,988] Trial 994 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:46,007] Trial 995 finished with value: 1170.48 and parameters: {'ema1_period': 14, 'ema2_period': 11}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:46,025] Trial 996 finished with value: 1120.48 and parameters: {'ema1_period': 15, 'ema2_period': 10}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:46,044] Trial 997 finished with value: 1163.58 and parameters: {'ema1_period': 13, 'ema2_period': 11}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:46,063] Trial 998 finished with value: 1060.38 and parameters: {'ema1_period': 14, 'ema2_period': 12}. Best is trial 878 with value: 1183.88.
[I 2024-06-23 00:45:46,082] Trial 999 finished with value: 1120.48 and parameters: {'ema1_period': 15, 'ema2_period': 10}. Best is trial 878 with value: 1183.88.

In [3]:

study.best_params

study.best_params

Out[3]:

{'ema1_period': 14, 'ema2_period': 10}

Plot¶

In [4]:

lt.plotter.heatmap(x="ema1_period", y="ema2_period", z="equity")

lt.plotter.heatmap(x="ema1_period", y="ema2_period", z="equity")

In [5]:

lt.plotter.contour(x="ema1_period", y="ema2_period", z="equity")

lt.plotter.contour(x="ema1_period", y="ema2_period", z="equity")

Plot by Optuna¶

API

In [6]:

fig = optuna.visualization.plot_optimization_history(study)
fig.show()

fig = optuna.visualization.plot_optimization_history(study) fig.show()

In [7]:

fig = optuna.visualization.plot_contour(study, params=["ema1_period", "ema2_period"])
fig.show()

fig = optuna.visualization.plot_contour(study, params=["ema1_period", "ema2_period"]) fig.show()

Plot plotly¶

Tutorial

Init Plotly environment¶

In [8]:

import plotly.io as pio

pio.renderers.default = "notebook"
pio.templates.default = "plotly_dark"

import plotly.io as pio pio.renderers.default = "notebook" pio.templates.default = "plotly_dark"

In [9]:

study.trials

study.trials

Out[9]:

[FrozenTrial(number=0, state=1, values=[1055.88], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 15, 236985), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 15, 522373), params={'ema1_period': 16, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=0, value=None),
 FrozenTrial(number=1, state=1, values=[988.78], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 15, 523253), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 15, 717923), params={'ema1_period': 17, 'ema2_period': 46}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=1, value=None),
 FrozenTrial(number=2, state=1, values=[1036.78], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 15, 718921), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 15, 719909), params={'ema1_period': 22, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=2, value=None),
 FrozenTrial(number=3, state=1, values=[1009.38], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 15, 720599), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 15, 952368), params={'ema1_period': 15, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=3, value=None),
 FrozenTrial(number=4, state=1, values=[900.08], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 15, 953345), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 16, 153796), params={'ema1_period': 8, 'ema2_period': 39}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=4, value=None),
 FrozenTrial(number=5, state=1, values=[1090.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 16, 154380), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 16, 155664), params={'ema1_period': 24, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=5, value=None),
 FrozenTrial(number=6, state=1, values=[1096.68], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 16, 156134), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 16, 157197), params={'ema1_period': 21, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=6, value=None),
 FrozenTrial(number=7, state=1, values=[851.68], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 16, 157780), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 16, 158575), params={'ema1_period': 11, 'ema2_period': 23}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=7, value=None),
 FrozenTrial(number=8, state=1, values=[909.68], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 16, 158960), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 16, 362705), params={'ema1_period': 15, 'ema2_period': 23}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=8, value=None),
 FrozenTrial(number=9, state=1, values=[1010.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 16, 363432), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 16, 364310), params={'ema1_period': 21, 'ema2_period': 19}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=9, value=None),
 FrozenTrial(number=10, state=1, values=[832.38], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 16, 364888), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 16, 590383), params={'ema1_period': 5, 'ema2_period': 31}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=10, value=None),
 FrozenTrial(number=11, state=1, values=[884.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 16, 590903), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 16, 780926), params={'ema1_period': 25, 'ema2_period': 31}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=11, value=None),
 FrozenTrial(number=12, state=1, values=[1127.78], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 16, 781386), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 16, 786966), params={'ema1_period': 25, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=12, value=None),
 FrozenTrial(number=13, state=1, values=[999.38], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 16, 787751), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 16, 989828), params={'ema1_period': 20, 'ema2_period': 21}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=13, value=None),
 FrozenTrial(number=14, state=1, values=[1007.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 16, 990467), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 17, 224016), params={'ema1_period': 19, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=14, value=None),
 FrozenTrial(number=15, state=1, values=[971.48], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 17, 224641), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 17, 427535), params={'ema1_period': 23, 'ema2_period': 27}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=15, value=None),
 FrozenTrial(number=16, state=1, values=[998.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 17, 428144), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 17, 433785), params={'ema1_period': 25, 'ema2_period': 39}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=16, value=None),
 FrozenTrial(number=17, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 17, 434411), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 17, 541875), params={'ema1_period': 18, 'ema2_period': 18}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=17, value=None),
 FrozenTrial(number=18, state=1, values=[1021.68], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 17, 542414), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 17, 735180), params={'ema1_period': 12, 'ema2_period': 50}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=18, value=None),
 FrozenTrial(number=19, state=1, values=[941.18], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 17, 735824), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 17, 941958), params={'ema1_period': 21, 'ema2_period': 28}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=19, value=None),
 FrozenTrial(number=20, state=1, values=[949.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 17, 942875), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 18, 153438), params={'ema1_period': 23, 'ema2_period': 36}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=20, value=None),
 FrozenTrial(number=21, state=1, values=[1019.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 18, 154293), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 18, 160230), params={'ema1_period': 25, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=21, value=None),
 FrozenTrial(number=22, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 18, 160830), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 18, 166094), params={'ema1_period': 23, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=22, value=None),
 FrozenTrial(number=23, state=1, values=[1036.78], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 18, 166721), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 18, 172042), params={'ema1_period': 22, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=23, value=None),
 FrozenTrial(number=24, state=1, values=[1099.88], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 18, 172607), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 18, 386342), params={'ema1_period': 19, 'ema2_period': 18}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=24, value=None),
 FrozenTrial(number=25, state=1, values=[1168.38], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 18, 387295), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 18, 649662), params={'ema1_period': 19, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=25, value=None),
 FrozenTrial(number=26, state=1, values=[1069.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 18, 650550), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 18, 656564), params={'ema1_period': 23, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=26, value=None),
 FrozenTrial(number=27, state=1, values=[1060.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 18, 657114), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 18, 662884), params={'ema1_period': 19, 'ema2_period': 23}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=27, value=None),
 FrozenTrial(number=28, state=1, values=[1056.08], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 18, 663388), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 18, 886674), params={'ema1_period': 17, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=28, value=None),
 FrozenTrial(number=29, state=1, values=[1129.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 18, 887346), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 18, 893312), params={'ema1_period': 24, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=29, value=None),
 FrozenTrial(number=30, state=1, values=[863.38], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 18, 893909), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 19, 117394), params={'ema1_period': 12, 'ema2_period': 20}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=30, value=None),
 FrozenTrial(number=31, state=1, values=[1020.08], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 19, 117943), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 19, 124030), params={'ema1_period': 24, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=31, value=None),
 FrozenTrial(number=32, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 19, 124560), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 19, 130270), params={'ema1_period': 24, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=32, value=None),
 FrozenTrial(number=33, state=1, values=[1148.48], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 19, 130876), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 19, 136543), params={'ema1_period': 22, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=33, value=None),
 FrozenTrial(number=34, state=1, values=[1070.08], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 19, 137082), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 19, 142763), params={'ema1_period': 22, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=34, value=None),
 FrozenTrial(number=35, state=1, values=[1116.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 19, 143299), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 19, 369729), params={'ema1_period': 20, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=35, value=None),
 FrozenTrial(number=36, state=1, values=[1007.38], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 19, 370255), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 19, 376286), params={'ema1_period': 16, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=36, value=None),
 FrozenTrial(number=37, state=1, values=[1080.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 19, 376879), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 19, 382481), params={'ema1_period': 22, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=37, value=None),
 FrozenTrial(number=38, state=1, values=[909.78], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 19, 382968), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 19, 596027), params={'ema1_period': 17, 'ema2_period': 21}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=38, value=None),
 FrozenTrial(number=39, state=1, values=[940.88], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 19, 596887), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 19, 804177), params={'ema1_period': 20, 'ema2_period': 25}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=39, value=None),
 FrozenTrial(number=40, state=1, values=[1009.38], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 19, 804778), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 19, 810920), params={'ema1_period': 15, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=40, value=None),
 FrozenTrial(number=41, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 19, 811340), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 19, 817325), params={'ema1_period': 24, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=41, value=None),
 FrozenTrial(number=42, state=1, values=[1158.38], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 19, 817928), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 19, 823907), params={'ema1_period': 23, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=42, value=None),
 FrozenTrial(number=43, state=1, values=[1148.18], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 19, 824574), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 19, 830370), params={'ema1_period': 24, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=43, value=None),
 FrozenTrial(number=44, state=1, values=[1020.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 19, 831139), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 19, 837058), params={'ema1_period': 23, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=44, value=None),
 FrozenTrial(number=45, state=1, values=[1097.08], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 19, 837567), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 19, 843397), params={'ema1_period': 21, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=45, value=None),
 FrozenTrial(number=46, state=1, values=[1059.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 19, 843922), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 19, 849954), params={'ema1_period': 24, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=46, value=None),
 FrozenTrial(number=47, state=1, values=[919.38], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 19, 850491), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 19, 856382), params={'ema1_period': 23, 'ema2_period': 19}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=47, value=None),
 FrozenTrial(number=48, state=1, values=[1127.78], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 19, 856935), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 19, 862802), params={'ema1_period': 25, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=48, value=None),
 FrozenTrial(number=49, state=1, values=[1097.08], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 19, 863307), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 19, 869189), params={'ema1_period': 21, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=49, value=None),
 FrozenTrial(number=50, state=1, values=[875.38], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 19, 869645), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 20, 108259), params={'ema1_period': 5, 'ema2_period': 22}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=50, value=None),
 FrozenTrial(number=51, state=1, values=[1158.88], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 20, 108825), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 20, 114908), params={'ema1_period': 22, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=51, value=None),
 FrozenTrial(number=52, state=1, values=[1059.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 20, 115484), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 20, 121430), params={'ema1_period': 24, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=52, value=None),
 FrozenTrial(number=53, state=1, values=[1096.78], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 20, 121980), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 20, 127940), params={'ema1_period': 22, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=53, value=None),
 FrozenTrial(number=54, state=1, values=[952.78], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 20, 128427), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 20, 325582), params={'ema1_period': 20, 'ema2_period': 33}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=54, value=None),
 FrozenTrial(number=55, state=1, values=[958.78], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 20, 326315), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 20, 514876), params={'ema1_period': 18, 'ema2_period': 44}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=55, value=None),
 FrozenTrial(number=56, state=1, values=[979.08], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 20, 515675), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 20, 720741), params={'ema1_period': 25, 'ema2_period': 19}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=56, value=None),
 FrozenTrial(number=57, state=1, values=[1020.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 20, 721283), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 20, 727833), params={'ema1_period': 23, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=57, value=None),
 FrozenTrial(number=58, state=1, values=[881.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 20, 728401), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 20, 970852), params={'ema1_period': 7, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=58, value=None),
 FrozenTrial(number=59, state=1, values=[1007.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 20, 971581), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 20, 977959), params={'ema1_period': 21, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=59, value=None),
 FrozenTrial(number=60, state=1, values=[1090.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 20, 978525), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 20, 984725), params={'ema1_period': 24, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=60, value=None),
 FrozenTrial(number=61, state=1, values=[1168.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 20, 985425), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 20, 991702), params={'ema1_period': 22, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=61, value=None),
 FrozenTrial(number=62, state=1, values=[1168.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 20, 992075), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 20, 998443), params={'ema1_period': 22, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=62, value=None),
 FrozenTrial(number=63, state=1, values=[1096.78], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 20, 999030), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 21, 5170), params={'ema1_period': 22, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=63, value=None),
 FrozenTrial(number=64, state=1, values=[1080.18], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 21, 5664), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 21, 11954), params={'ema1_period': 21, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=64, value=None),
 FrozenTrial(number=65, state=1, values=[1166.48], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 21, 12552), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 21, 18650), params={'ema1_period': 19, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=65, value=None),
 FrozenTrial(number=66, state=1, values=[1007.38], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 21, 19189), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 21, 248116), params={'ema1_period': 18, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=66, value=None),
 FrozenTrial(number=67, state=1, values=[1099.88], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 21, 248955), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 21, 255536), params={'ema1_period': 19, 'ema2_period': 18}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=67, value=None),
 FrozenTrial(number=68, state=1, values=[981.78], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 21, 256099), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 21, 262866), params={'ema1_period': 14, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=68, value=None),
 FrozenTrial(number=69, state=1, values=[1060.38], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 21, 263397), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 21, 269833), params={'ema1_period': 14, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=69, value=None),
 FrozenTrial(number=70, state=1, values=[989.78], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 21, 270425), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 21, 476828), params={'ema1_period': 16, 'ema2_period': 25}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=70, value=None),
 FrozenTrial(number=71, state=1, values=[1148.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 21, 477476), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 21, 483993), params={'ema1_period': 20, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=71, value=None),
 FrozenTrial(number=72, state=1, values=[1158.88], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 21, 484711), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 21, 491135), params={'ema1_period': 22, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=72, value=None),
 FrozenTrial(number=73, state=1, values=[1009.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 21, 491805), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 21, 498158), params={'ema1_period': 25, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=73, value=None),
 FrozenTrial(number=74, state=1, values=[1116.18], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 21, 498808), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 21, 505209), params={'ema1_period': 23, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=74, value=None),
 FrozenTrial(number=75, state=1, values=[1059.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 21, 505877), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 21, 512296), params={'ema1_period': 24, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=75, value=None),
 FrozenTrial(number=76, state=1, values=[1080.08], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 21, 512893), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 21, 770497), params={'ema1_period': 20, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=76, value=None),
 FrozenTrial(number=77, state=1, values=[1168.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 21, 771121), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 21, 778312), params={'ema1_period': 22, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=77, value=None),
 FrozenTrial(number=78, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 21, 779007), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 21, 785402), params={'ema1_period': 23, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=78, value=None),
 FrozenTrial(number=79, state=1, values=[1096.68], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 21, 785972), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 21, 792364), params={'ema1_period': 21, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=79, value=None),
 FrozenTrial(number=80, state=1, values=[1159.68], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 21, 792984), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 21, 799184), params={'ema1_period': 25, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=80, value=None),
 FrozenTrial(number=81, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 21, 799940), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 21, 806951), params={'ema1_period': 23, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=81, value=None),
 FrozenTrial(number=82, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 21, 807469), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 21, 814015), params={'ema1_period': 23, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=82, value=None),
 FrozenTrial(number=83, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 21, 814681), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 21, 821048), params={'ema1_period': 23, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=83, value=None),
 FrozenTrial(number=84, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 21, 821694), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 21, 828218), params={'ema1_period': 23, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=84, value=None),
 FrozenTrial(number=85, state=1, values=[1069.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 21, 828768), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 21, 836561), params={'ema1_period': 23, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=85, value=None),
 FrozenTrial(number=86, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 21, 837480), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 21, 845386), params={'ema1_period': 23, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=86, value=None),
 FrozenTrial(number=87, state=1, values=[968.88], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 21, 846340), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 22, 41541), params={'ema1_period': 23, 'ema2_period': 41}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=87, value=None),
 FrozenTrial(number=88, state=1, values=[1129.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 22, 42228), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 22, 49423), params={'ema1_period': 24, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=88, value=None),
 FrozenTrial(number=89, state=1, values=[1039.08], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 22, 50034), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 22, 255881), params={'ema1_period': 25, 'ema2_period': 20}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=89, value=None),
 FrozenTrial(number=90, state=1, values=[1118.38], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 22, 256599), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 22, 263222), params={'ema1_period': 24, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=90, value=None),
 FrozenTrial(number=91, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 22, 263825), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 22, 270472), params={'ema1_period': 23, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=91, value=None),
 FrozenTrial(number=92, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 22, 271009), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 22, 277536), params={'ema1_period': 23, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=92, value=None),
 FrozenTrial(number=93, state=1, values=[879.48], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 22, 278146), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 22, 284674), params={'ema1_period': 10, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=93, value=None),
 FrozenTrial(number=94, state=1, values=[1148.18], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 22, 285249), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 22, 291668), params={'ema1_period': 24, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=94, value=None),
 FrozenTrial(number=95, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 22, 292140), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 22, 298576), params={'ema1_period': 23, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=95, value=None),
 FrozenTrial(number=96, state=1, values=[949.48], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 22, 299225), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 22, 305617), params={'ema1_period': 24, 'ema2_period': 18}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=96, value=None),
 FrozenTrial(number=97, state=1, values=[1090.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 22, 306138), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 22, 312677), params={'ema1_period': 23, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=97, value=None),
 FrozenTrial(number=98, state=1, values=[1158.88], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 22, 313244), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 22, 319674), params={'ema1_period': 25, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=98, value=None),
 FrozenTrial(number=99, state=1, values=[902.78], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 22, 320200), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 22, 513053), params={'ema1_period': 24, 'ema2_period': 34}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=99, value=None),
 FrozenTrial(number=100, state=1, values=[1100.68], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 22, 513873), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 22, 521401), params={'ema1_period': 23, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=100, value=None),
 FrozenTrial(number=101, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 22, 522016), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 22, 528517), params={'ema1_period': 23, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=101, value=None),
 FrozenTrial(number=102, state=1, values=[1148.48], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 22, 529115), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 22, 535825), params={'ema1_period': 22, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=102, value=None),
 FrozenTrial(number=103, state=1, values=[1020.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 22, 536441), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 22, 542969), params={'ema1_period': 23, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=103, value=None),
 FrozenTrial(number=104, state=1, values=[1020.08], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 22, 543555), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 22, 550168), params={'ema1_period': 24, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=104, value=None),
 FrozenTrial(number=105, state=1, values=[1158.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 22, 550726), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 22, 557444), params={'ema1_period': 21, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=105, value=None),
 FrozenTrial(number=106, state=1, values=[1019.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 22, 557983), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 22, 564418), params={'ema1_period': 25, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=106, value=None),
 FrozenTrial(number=107, state=1, values=[1036.78], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 22, 564975), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 22, 571798), params={'ema1_period': 22, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=107, value=None),
 FrozenTrial(number=108, state=1, values=[1016.68], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 22, 572300), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 22, 579075), params={'ema1_period': 23, 'ema2_period': 50}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=108, value=None),
 FrozenTrial(number=109, state=1, values=[1090.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 22, 579466), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 22, 586491), params={'ema1_period': 24, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=109, value=None),
 FrozenTrial(number=110, state=1, values=[932.68], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 22, 587014), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 22, 788714), params={'ema1_period': 23, 'ema2_period': 29}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=110, value=None),
 FrozenTrial(number=111, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 22, 789378), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 22, 796252), params={'ema1_period': 23, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=111, value=None),
 FrozenTrial(number=112, state=1, values=[1096.68], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 22, 796677), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 22, 803552), params={'ema1_period': 21, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=112, value=None),
 FrozenTrial(number=113, state=1, values=[1168.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 22, 804034), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 22, 810951), params={'ema1_period': 22, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=113, value=None),
 FrozenTrial(number=114, state=1, values=[1158.38], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 22, 811390), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 22, 818326), params={'ema1_period': 23, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=114, value=None),
 FrozenTrial(number=115, state=1, values=[1090.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 22, 818823), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 22, 825628), params={'ema1_period': 24, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=115, value=None),
 FrozenTrial(number=116, state=1, values=[1148.48], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 22, 826086), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 22, 832945), params={'ema1_period': 22, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=116, value=None),
 FrozenTrial(number=117, state=1, values=[1020.08], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 22, 833393), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 22, 840115), params={'ema1_period': 24, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=117, value=None),
 FrozenTrial(number=118, state=1, values=[1127.78], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 22, 840541), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 22, 847342), params={'ema1_period': 25, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=118, value=None),
 FrozenTrial(number=119, state=1, values=[1128.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 22, 847785), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 22, 854676), params={'ema1_period': 23, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=119, value=None),
 FrozenTrial(number=120, state=1, values=[1080.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 22, 855153), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 22, 862043), params={'ema1_period': 22, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=120, value=None),
 FrozenTrial(number=121, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 22, 862381), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 22, 869558), params={'ema1_period': 23, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=121, value=None),
 FrozenTrial(number=122, state=1, values=[1100.68], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 22, 870119), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 22, 877037), params={'ema1_period': 23, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=122, value=None),
 FrozenTrial(number=123, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 22, 877463), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 22, 884510), params={'ema1_period': 24, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=123, value=None),
 FrozenTrial(number=124, state=1, values=[1148.48], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 22, 884944), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 22, 891861), params={'ema1_period': 22, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=124, value=None),
 FrozenTrial(number=125, state=1, values=[1128.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 22, 892299), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 22, 899313), params={'ema1_period': 23, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=125, value=None),
 FrozenTrial(number=126, state=1, values=[1019.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 22, 899779), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 22, 906943), params={'ema1_period': 25, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=126, value=None),
 FrozenTrial(number=127, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 22, 907395), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 22, 914467), params={'ema1_period': 24, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=127, value=None),
 FrozenTrial(number=128, state=1, values=[1090.18], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 22, 914907), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 22, 922006), params={'ema1_period': 21, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=128, value=None),
 FrozenTrial(number=129, state=1, values=[1100.68], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 22, 922510), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 22, 929539), params={'ema1_period': 23, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=129, value=None),
 FrozenTrial(number=130, state=1, values=[1129.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 22, 929916), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 22, 937234), params={'ema1_period': 24, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=130, value=None),
 FrozenTrial(number=131, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 22, 937682), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 22, 944838), params={'ema1_period': 23, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=131, value=None),
 FrozenTrial(number=132, state=1, values=[1096.78], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 22, 945275), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 22, 952415), params={'ema1_period': 22, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=132, value=None),
 FrozenTrial(number=133, state=1, values=[1158.38], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 22, 952868), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 22, 959922), params={'ema1_period': 23, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=133, value=None),
 FrozenTrial(number=134, state=1, values=[1090.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 22, 960333), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 22, 967516), params={'ema1_period': 23, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=134, value=None),
 FrozenTrial(number=135, state=1, values=[1129.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 22, 968019), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 22, 975133), params={'ema1_period': 24, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=135, value=None),
 FrozenTrial(number=136, state=1, values=[1158.88], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 22, 975708), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 22, 982732), params={'ema1_period': 22, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=136, value=None),
 FrozenTrial(number=137, state=1, values=[1116.18], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 22, 983184), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 22, 990370), params={'ema1_period': 23, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=137, value=None),
 FrozenTrial(number=138, state=1, values=[1080.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 22, 990837), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 22, 998068), params={'ema1_period': 22, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=138, value=None),
 FrozenTrial(number=139, state=1, values=[1129.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 22, 998540), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 23, 5693), params={'ema1_period': 24, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=139, value=None),
 FrozenTrial(number=140, state=1, values=[1080.18], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 23, 6085), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 23, 13359), params={'ema1_period': 21, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=140, value=None),
 FrozenTrial(number=141, state=1, values=[1158.38], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 23, 13841), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 23, 21175), params={'ema1_period': 23, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=141, value=None),
 FrozenTrial(number=142, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 23, 21657), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 23, 28916), params={'ema1_period': 23, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=142, value=None),
 FrozenTrial(number=143, state=1, values=[1090.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 23, 29379), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 23, 36730), params={'ema1_period': 24, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=143, value=None),
 FrozenTrial(number=144, state=1, values=[1158.38], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 23, 37197), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 23, 44532), params={'ema1_period': 23, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=144, value=None),
 FrozenTrial(number=145, state=1, values=[1096.78], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 23, 44999), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 23, 52308), params={'ema1_period': 22, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=145, value=None),
 FrozenTrial(number=146, state=1, values=[1009.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 23, 52766), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 23, 60041), params={'ema1_period': 25, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=146, value=None),
 FrozenTrial(number=147, state=1, values=[1017.08], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 23, 60508), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 23, 249663), params={'ema1_period': 24, 'ema2_period': 46}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=147, value=None),
 FrozenTrial(number=148, state=1, values=[1100.68], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 23, 250072), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 23, 257772), params={'ema1_period': 23, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=148, value=None),
 FrozenTrial(number=149, state=1, values=[911.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 23, 258165), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 23, 480466), params={'ema1_period': 9, 'ema2_period': 25}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=149, value=None),
 FrozenTrial(number=150, state=1, values=[1128.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 23, 481082), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 23, 488468), params={'ema1_period': 23, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=150, value=None),
 FrozenTrial(number=151, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 23, 488843), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 23, 496318), params={'ema1_period': 24, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=151, value=None),
 FrozenTrial(number=152, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 23, 496717), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 23, 504116), params={'ema1_period': 24, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=152, value=None),
 FrozenTrial(number=153, state=1, values=[1036.78], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 23, 504634), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 23, 511996), params={'ema1_period': 22, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=153, value=None),
 FrozenTrial(number=154, state=1, values=[1009.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 23, 512479), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 23, 519951), params={'ema1_period': 25, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=154, value=None),
 FrozenTrial(number=155, state=1, values=[939.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 23, 520332), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 23, 527905), params={'ema1_period': 12, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=155, value=None),
 FrozenTrial(number=156, state=1, values=[1128.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 23, 528378), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 23, 535747), params={'ema1_period': 23, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=156, value=None),
 FrozenTrial(number=157, state=1, values=[1129.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 23, 536178), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 23, 543562), params={'ema1_period': 24, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=157, value=None),
 FrozenTrial(number=158, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 23, 543963), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 23, 551534), params={'ema1_period': 24, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=158, value=None),
 FrozenTrial(number=159, state=1, values=[1090.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 23, 551970), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 23, 559397), params={'ema1_period': 23, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=159, value=None),
 FrozenTrial(number=160, state=1, values=[1080.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 23, 559903), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 23, 567452), params={'ema1_period': 22, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=160, value=None),
 FrozenTrial(number=161, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 23, 567891), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 23, 575436), params={'ema1_period': 24, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=161, value=None),
 FrozenTrial(number=162, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 23, 575928), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 23, 583438), params={'ema1_period': 24, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=162, value=None),
 FrozenTrial(number=163, state=1, values=[1009.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 23, 583886), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 23, 591481), params={'ema1_period': 25, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=163, value=None),
 FrozenTrial(number=164, state=1, values=[942.88], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 23, 592082), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 23, 844012), params={'ema1_period': 6, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=164, value=None),
 FrozenTrial(number=165, state=1, values=[1116.18], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 23, 844442), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 23, 852322), params={'ema1_period': 23, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=165, value=None),
 FrozenTrial(number=166, state=1, values=[1128.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 23, 852847), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 23, 860462), params={'ema1_period': 23, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=166, value=None),
 FrozenTrial(number=167, state=1, values=[1090.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 23, 860969), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 23, 868662), params={'ema1_period': 24, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=167, value=None),
 FrozenTrial(number=168, state=1, values=[1158.38], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 23, 869158), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 23, 876695), params={'ema1_period': 23, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=168, value=None),
 FrozenTrial(number=169, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 23, 877180), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 23, 884770), params={'ema1_period': 13, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=169, value=None),
 FrozenTrial(number=170, state=1, values=[1090.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 23, 885210), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 24, 99259), params={'ema1_period': 22, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=170, value=None),
 FrozenTrial(number=171, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 24, 99652), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 24, 107655), params={'ema1_period': 23, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=171, value=None),
 FrozenTrial(number=172, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 24, 108114), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 24, 115684), params={'ema1_period': 23, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=172, value=None),
 FrozenTrial(number=173, state=1, values=[977.38], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 24, 116070), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 24, 312509), params={'ema1_period': 24, 'ema2_period': 39}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=173, value=None),
 FrozenTrial(number=174, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 24, 313082), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 24, 321905), params={'ema1_period': 24, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=174, value=None),
 FrozenTrial(number=175, state=1, values=[1096.78], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 24, 322392), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 24, 330210), params={'ema1_period': 22, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=175, value=None),
 FrozenTrial(number=176, state=1, values=[1100.68], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 24, 330763), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 24, 338529), params={'ema1_period': 23, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=176, value=None),
 FrozenTrial(number=177, state=1, values=[971.48], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 24, 338992), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 24, 346797), params={'ema1_period': 23, 'ema2_period': 27}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=177, value=None),
 FrozenTrial(number=178, state=1, values=[1129.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 24, 347280), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 24, 354942), params={'ema1_period': 24, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=178, value=None),
 FrozenTrial(number=179, state=1, values=[1080.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 24, 355424), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 24, 363076), params={'ema1_period': 22, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=179, value=None),
 FrozenTrial(number=180, state=1, values=[1128.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 24, 363560), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 24, 371155), params={'ema1_period': 23, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=180, value=None),
 FrozenTrial(number=181, state=1, values=[1158.38], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 24, 371640), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 24, 379244), params={'ema1_period': 23, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=181, value=None),
 FrozenTrial(number=182, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 24, 379684), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 24, 387518), params={'ema1_period': 23, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=182, value=None),
 FrozenTrial(number=183, state=1, values=[1090.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 24, 387995), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 24, 395798), params={'ema1_period': 24, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=183, value=None),
 FrozenTrial(number=184, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 24, 396176), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 24, 404119), params={'ema1_period': 23, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=184, value=None),
 FrozenTrial(number=185, state=1, values=[1158.88], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 24, 404580), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 24, 412514), params={'ema1_period': 22, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=185, value=None),
 FrozenTrial(number=186, state=1, values=[1158.38], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 24, 412932), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 24, 420832), params={'ema1_period': 23, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=186, value=None),
 FrozenTrial(number=187, state=1, values=[1148.18], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 24, 421214), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 24, 429279), params={'ema1_period': 24, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=187, value=None),
 FrozenTrial(number=188, state=1, values=[1129.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 24, 430471), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 24, 438285), params={'ema1_period': 24, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=188, value=None),
 FrozenTrial(number=189, state=1, values=[1159.68], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 24, 438727), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 24, 446588), params={'ema1_period': 25, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=189, value=None),
 FrozenTrial(number=190, state=1, values=[1158.88], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 24, 447042), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 24, 454900), params={'ema1_period': 22, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=190, value=None),
 FrozenTrial(number=191, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 24, 455384), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 24, 463159), params={'ema1_period': 24, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=191, value=None),
 FrozenTrial(number=192, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 24, 463667), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 24, 471406), params={'ema1_period': 23, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=192, value=None),
 FrozenTrial(number=193, state=1, values=[1127.78], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 24, 471837), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 24, 479706), params={'ema1_period': 25, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=193, value=None),
 FrozenTrial(number=194, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 24, 480129), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 24, 488159), params={'ema1_period': 24, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=194, value=None),
 FrozenTrial(number=195, state=1, values=[1090.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 24, 488490), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 24, 496562), params={'ema1_period': 23, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=195, value=None),
 FrozenTrial(number=196, state=1, values=[1158.38], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 24, 496947), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 24, 505028), params={'ema1_period': 23, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=196, value=None),
 FrozenTrial(number=197, state=1, values=[1129.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 24, 505392), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 24, 513302), params={'ema1_period': 24, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=197, value=None),
 FrozenTrial(number=198, state=1, values=[1148.18], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 24, 513808), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 24, 521800), params={'ema1_period': 24, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=198, value=None),
 FrozenTrial(number=199, state=1, values=[1100.68], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 24, 522249), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 24, 530321), params={'ema1_period': 23, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=199, value=None),
 FrozenTrial(number=200, state=1, values=[942.48], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 24, 530765), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 24, 730514), params={'ema1_period': 22, 'ema2_period': 31}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=200, value=None),
 FrozenTrial(number=201, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 24, 730988), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 24, 739450), params={'ema1_period': 24, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=201, value=None),
 FrozenTrial(number=202, state=1, values=[1009.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 24, 739946), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 24, 747995), params={'ema1_period': 25, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=202, value=None),
 FrozenTrial(number=203, state=1, values=[1129.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 24, 748374), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 24, 756662), params={'ema1_period': 24, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=203, value=None),
 FrozenTrial(number=204, state=1, values=[947.78], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 24, 757000), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 24, 765677), params={'ema1_period': 23, 'ema2_period': 37}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=204, value=None),
 FrozenTrial(number=205, state=1, values=[1158.38], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 24, 766202), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 24, 775599), params={'ema1_period': 23, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=205, value=None),
 FrozenTrial(number=206, state=1, values=[1148.18], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 24, 776272), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 24, 785412), params={'ema1_period': 24, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=206, value=None),
 FrozenTrial(number=207, state=1, values=[1158.38], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 24, 786105), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 24, 794229), params={'ema1_period': 23, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=207, value=None),
 FrozenTrial(number=208, state=1, values=[1056.08], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 24, 794545), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 24, 803054), params={'ema1_period': 17, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=208, value=None),
 FrozenTrial(number=209, state=1, values=[1148.48], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 24, 803412), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 24, 811850), params={'ema1_period': 22, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=209, value=None),
 FrozenTrial(number=210, state=1, values=[1148.18], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 24, 812274), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 24, 820572), params={'ema1_period': 24, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=210, value=None),
 FrozenTrial(number=211, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 24, 820882), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 24, 829332), params={'ema1_period': 24, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=211, value=None),
 FrozenTrial(number=212, state=1, values=[1009.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 24, 829654), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 24, 838196), params={'ema1_period': 25, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=212, value=None),
 FrozenTrial(number=213, state=1, values=[1158.38], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 24, 838590), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 24, 846893), params={'ema1_period': 23, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=213, value=None),
 FrozenTrial(number=214, state=1, values=[1090.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 24, 847224), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 24, 855619), params={'ema1_period': 24, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=214, value=None),
 FrozenTrial(number=215, state=1, values=[1090.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 24, 856155), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 24, 864685), params={'ema1_period': 23, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=215, value=None),
 FrozenTrial(number=216, state=1, values=[1118.38], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 24, 864995), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 24, 873630), params={'ema1_period': 24, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=216, value=None),
 FrozenTrial(number=217, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 24, 873983), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 24, 882425), params={'ema1_period': 23, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=217, value=None),
 FrozenTrial(number=218, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 24, 883021), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 24, 891238), params={'ema1_period': 24, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=218, value=None),
 FrozenTrial(number=219, state=1, values=[1079.78], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 24, 891544), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 24, 900214), params={'ema1_period': 25, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=219, value=None),
 FrozenTrial(number=220, state=1, values=[1128.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 24, 900516), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 24, 909107), params={'ema1_period': 23, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=220, value=None),
 FrozenTrial(number=221, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 24, 909411), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 24, 917995), params={'ema1_period': 24, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=221, value=None),
 FrozenTrial(number=222, state=1, values=[1129.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 24, 918666), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 24, 926864), params={'ema1_period': 24, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=222, value=None),
 FrozenTrial(number=223, state=1, values=[1158.38], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 24, 927254), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 24, 935796), params={'ema1_period': 23, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=223, value=None),
 FrozenTrial(number=224, state=1, values=[1129.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 24, 936442), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 24, 944831), params={'ema1_period': 24, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=224, value=None),
 FrozenTrial(number=225, state=1, values=[1128.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 24, 945143), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 24, 953797), params={'ema1_period': 23, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=225, value=None),
 FrozenTrial(number=226, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 24, 954425), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 24, 962903), params={'ema1_period': 24, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=226, value=None),
 FrozenTrial(number=227, state=1, values=[1079.78], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 24, 963310), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 24, 971879), params={'ema1_period': 25, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=227, value=None),
 FrozenTrial(number=228, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 24, 972186), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 24, 981002), params={'ema1_period': 23, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=228, value=None),
 FrozenTrial(number=229, state=1, values=[1096.78], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 24, 982115), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 24, 990697), params={'ema1_period': 22, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=229, value=None),
 FrozenTrial(number=230, state=1, values=[1158.38], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 24, 991213), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 24, 999693), params={'ema1_period': 23, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=230, value=None),
 FrozenTrial(number=231, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 24, 999985), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 25, 8742), params={'ema1_period': 24, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=231, value=None),
 FrozenTrial(number=232, state=1, values=[1129.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 25, 9257), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 25, 17643), params={'ema1_period': 24, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=232, value=None),
 FrozenTrial(number=233, state=1, values=[1158.38], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 25, 17974), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 25, 26685), params={'ema1_period': 23, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=233, value=None),
 FrozenTrial(number=234, state=1, values=[1090.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 25, 27332), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 25, 35742), params={'ema1_period': 24, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=234, value=None),
 FrozenTrial(number=235, state=1, values=[1129.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 25, 36066), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 25, 44871), params={'ema1_period': 24, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=235, value=None),
 FrozenTrial(number=236, state=1, values=[1128.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 25, 45406), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 25, 53896), params={'ema1_period': 23, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=236, value=None),
 FrozenTrial(number=237, state=1, values=[988.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 25, 54224), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 25, 248683), params={'ema1_period': 25, 'ema2_period': 42}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=237, value=None),
 FrozenTrial(number=238, state=1, values=[1168.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 25, 249358), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 25, 258434), params={'ema1_period': 22, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=238, value=None),
 FrozenTrial(number=239, state=1, values=[1118.38], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 25, 259102), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 25, 267781), params={'ema1_period': 24, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=239, value=None),
 FrozenTrial(number=240, state=1, values=[1100.68], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 25, 268114), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 25, 277075), params={'ema1_period': 23, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=240, value=None),
 FrozenTrial(number=241, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 25, 277729), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 25, 286319), params={'ema1_period': 23, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=241, value=None),
 FrozenTrial(number=242, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 25, 286881), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 25, 295507), params={'ema1_period': 23, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=242, value=None),
 FrozenTrial(number=243, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 25, 296115), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 25, 304661), params={'ema1_period': 24, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=243, value=None),
 FrozenTrial(number=244, state=1, values=[1100.68], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 25, 305061), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 25, 313817), params={'ema1_period': 23, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=244, value=None),
 FrozenTrial(number=245, state=1, values=[1148.48], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 25, 314438), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 25, 323236), params={'ema1_period': 22, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=245, value=None),
 FrozenTrial(number=246, state=1, values=[1158.38], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 25, 323820), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 25, 332368), params={'ema1_period': 23, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=246, value=None),
 FrozenTrial(number=247, state=1, values=[1129.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 25, 332675), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 25, 341574), params={'ema1_period': 24, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=247, value=None),
 FrozenTrial(number=248, state=1, values=[1090.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 25, 342156), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 25, 350583), params={'ema1_period': 23, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=248, value=None),
 FrozenTrial(number=249, state=1, values=[1148.18], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 25, 351051), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 25, 359748), params={'ema1_period': 24, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=249, value=None),
 FrozenTrial(number=250, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 25, 360248), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 25, 368812), params={'ema1_period': 23, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=250, value=None),
 FrozenTrial(number=251, state=1, values=[1090.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 25, 369120), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 25, 378059), params={'ema1_period': 24, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=251, value=None),
 FrozenTrial(number=252, state=1, values=[1096.78], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 25, 378362), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 25, 387293), params={'ema1_period': 22, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=252, value=None),
 FrozenTrial(number=253, state=1, values=[851.68], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 25, 387620), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 25, 396608), params={'ema1_period': 23, 'ema2_period': 24}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=253, value=None),
 FrozenTrial(number=254, state=1, values=[1159.68], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 25, 397009), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 25, 405932), params={'ema1_period': 25, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=254, value=None),
 FrozenTrial(number=255, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 25, 406520), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 25, 415182), params={'ema1_period': 24, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=255, value=None),
 FrozenTrial(number=256, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 25, 415556), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 25, 424498), params={'ema1_period': 23, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=256, value=None),
 FrozenTrial(number=257, state=1, values=[1059.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 25, 424825), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 25, 433927), params={'ema1_period': 24, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=257, value=None),
 FrozenTrial(number=258, state=1, values=[1168.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 25, 434329), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 25, 446315), params={'ema1_period': 22, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=258, value=None),
 FrozenTrial(number=259, state=1, values=[1100.68], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 25, 448064), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 25, 458505), params={'ema1_period': 23, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=259, value=None),
 FrozenTrial(number=260, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 25, 459374), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 25, 468968), params={'ema1_period': 23, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=260, value=None),
 FrozenTrial(number=261, state=1, values=[1006.88], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 25, 469785), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 25, 479329), params={'ema1_period': 24, 'ema2_period': 48}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=261, value=None),
 FrozenTrial(number=262, state=1, values=[1158.88], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 25, 479892), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 25, 489557), params={'ema1_period': 25, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=262, value=None),
 FrozenTrial(number=263, state=1, values=[1018.18], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 25, 489946), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 25, 499830), params={'ema1_period': 16, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=263, value=None),
 FrozenTrial(number=264, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 25, 500588), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 25, 510269), params={'ema1_period': 23, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=264, value=None),
 FrozenTrial(number=265, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 25, 510856), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 25, 520234), params={'ema1_period': 24, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=265, value=None),
 FrozenTrial(number=266, state=1, values=[884.88], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 25, 520791), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 25, 720323), params={'ema1_period': 23, 'ema2_period': 33}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=266, value=None),
 FrozenTrial(number=267, state=1, values=[1036.78], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 25, 720725), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 25, 730090), params={'ema1_period': 22, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=267, value=None),
 FrozenTrial(number=268, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 25, 730542), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 25, 739725), params={'ema1_period': 24, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=268, value=None),
 FrozenTrial(number=269, state=1, values=[1158.88], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 25, 740153), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 25, 749351), params={'ema1_period': 25, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=269, value=None),
 FrozenTrial(number=270, state=1, values=[1090.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 25, 749720), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 25, 759063), params={'ema1_period': 24, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=270, value=None),
 FrozenTrial(number=271, state=1, values=[1090.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 25, 759400), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 25, 768611), params={'ema1_period': 23, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=271, value=None),
 FrozenTrial(number=272, state=1, values=[1148.48], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 25, 768957), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 25, 778230), params={'ema1_period': 22, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=272, value=None),
 FrozenTrial(number=273, state=1, values=[1158.38], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 25, 778556), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 25, 787882), params={'ema1_period': 23, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=273, value=None),
 FrozenTrial(number=274, state=1, values=[1129.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 25, 788392), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 25, 797459), params={'ema1_period': 24, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=274, value=None),
 FrozenTrial(number=275, state=1, values=[1100.68], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 25, 797811), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 25, 807129), params={'ema1_period': 23, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=275, value=None),
 FrozenTrial(number=276, state=1, values=[1158.38], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 25, 807464), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 25, 816605), params={'ema1_period': 23, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=276, value=None),
 FrozenTrial(number=277, state=1, values=[1148.18], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 25, 817067), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 25, 826257), params={'ema1_period': 24, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=277, value=None),
 FrozenTrial(number=278, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 25, 826585), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 25, 835756), params={'ema1_period': 23, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=278, value=None),
 FrozenTrial(number=279, state=1, values=[1039.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 25, 836068), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 25, 845277), params={'ema1_period': 15, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=279, value=None),
 FrozenTrial(number=280, state=1, values=[1158.88], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 25, 845580), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 25, 855560), params={'ema1_period': 22, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=280, value=None),
 FrozenTrial(number=281, state=1, values=[1118.38], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 25, 855958), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 25, 867435), params={'ema1_period': 24, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=281, value=None),
 FrozenTrial(number=282, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 25, 868209), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 25, 878178), params={'ema1_period': 23, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=282, value=None),
 FrozenTrial(number=283, state=1, values=[1019.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 25, 878636), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 25, 888601), params={'ema1_period': 25, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=283, value=None),
 FrozenTrial(number=284, state=1, values=[1148.18], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 25, 888953), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 25, 898639), params={'ema1_period': 24, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=284, value=None),
 FrozenTrial(number=285, state=1, values=[1007.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 25, 899285), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 25, 908625), params={'ema1_period': 18, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=285, value=None),
 FrozenTrial(number=286, state=1, values=[1148.48], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 25, 909207), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 25, 918494), params={'ema1_period': 22, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=286, value=None),
 FrozenTrial(number=287, state=1, values=[829.48], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 25, 918832), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 25, 928592), params={'ema1_period': 11, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=287, value=None),
 FrozenTrial(number=288, state=1, values=[1060.38], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 25, 928941), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 25, 938570), params={'ema1_period': 14, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=288, value=None),
 FrozenTrial(number=289, state=1, values=[1128.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 25, 938886), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 25, 948462), params={'ema1_period': 23, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=289, value=None),
 FrozenTrial(number=290, state=1, values=[1090.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 25, 948985), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 25, 958251), params={'ema1_period': 24, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=290, value=None),
 FrozenTrial(number=291, state=1, values=[999.08], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 25, 958719), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 26, 216457), params={'ema1_period': 23, 'ema2_period': 21}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=291, value=None),
 FrozenTrial(number=292, state=1, values=[1148.48], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 26, 216966), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 26, 227312), params={'ema1_period': 22, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=292, value=None),
 FrozenTrial(number=293, state=1, values=[856.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 26, 227913), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 26, 472111), params={'ema1_period': 8, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=293, value=None),
 FrozenTrial(number=294, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 26, 472841), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 26, 482168), params={'ema1_period': 24, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=294, value=None),
 FrozenTrial(number=295, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 26, 482503), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 26, 492140), params={'ema1_period': 23, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=295, value=None),
 FrozenTrial(number=296, state=1, values=[1009.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 26, 492715), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 26, 502162), params={'ema1_period': 25, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=296, value=None),
 FrozenTrial(number=297, state=1, values=[1148.18], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 26, 502763), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 26, 511969), params={'ema1_period': 24, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=297, value=None),
 FrozenTrial(number=298, state=1, values=[1158.38], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 26, 512369), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 26, 521756), params={'ema1_period': 23, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=298, value=None),
 FrozenTrial(number=299, state=1, values=[1069.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 26, 522088), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 26, 531755), params={'ema1_period': 23, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=299, value=None),
 FrozenTrial(number=300, state=1, values=[1118.38], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 26, 532266), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 26, 541581), params={'ema1_period': 24, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=300, value=None),
 FrozenTrial(number=301, state=1, values=[1158.88], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 26, 542114), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 26, 551504), params={'ema1_period': 22, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=301, value=None),
 FrozenTrial(number=302, state=1, values=[1158.88], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 26, 551980), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 26, 561512), params={'ema1_period': 25, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=302, value=None),
 FrozenTrial(number=303, state=1, values=[1129.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 26, 561885), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 26, 571519), params={'ema1_period': 24, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=303, value=None),
 FrozenTrial(number=304, state=1, values=[1168.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 26, 572064), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 26, 581428), params={'ema1_period': 22, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=304, value=None),
 FrozenTrial(number=305, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 26, 581923), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 26, 591141), params={'ema1_period': 23, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=305, value=None),
 FrozenTrial(number=306, state=1, values=[1148.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 26, 591461), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 26, 601132), params={'ema1_period': 21, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=306, value=None),
 FrozenTrial(number=307, state=1, values=[1158.38], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 26, 601726), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 26, 610908), params={'ema1_period': 23, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=307, value=None),
 FrozenTrial(number=308, state=1, values=[1059.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 26, 611538), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 26, 620973), params={'ema1_period': 24, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=308, value=None),
 FrozenTrial(number=309, state=1, values=[1128.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 26, 621300), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 26, 631102), params={'ema1_period': 23, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=309, value=None),
 FrozenTrial(number=310, state=1, values=[1090.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 26, 631415), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 26, 641034), params={'ema1_period': 24, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=310, value=None),
 FrozenTrial(number=311, state=1, values=[1158.38], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 26, 641359), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 26, 650889), params={'ema1_period': 23, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=311, value=None),
 FrozenTrial(number=312, state=1, values=[1129.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 26, 651436), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 26, 660782), params={'ema1_period': 24, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=312, value=None),
 FrozenTrial(number=313, state=1, values=[1096.78], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 26, 661309), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 26, 670951), params={'ema1_period': 22, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=313, value=None),
 FrozenTrial(number=314, state=1, values=[1079.78], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 26, 671263), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 26, 681124), params={'ema1_period': 25, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=314, value=None),
 FrozenTrial(number=315, state=1, values=[1158.38], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 26, 681444), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 26, 691134), params={'ema1_period': 23, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=315, value=None),
 FrozenTrial(number=316, state=1, values=[1118.38], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 26, 691459), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 26, 701158), params={'ema1_period': 24, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=316, value=None),
 FrozenTrial(number=317, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 26, 701743), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 26, 711274), params={'ema1_period': 23, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=317, value=None),
 FrozenTrial(number=318, state=1, values=[1020.08], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 26, 711655), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 26, 721513), params={'ema1_period': 24, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=318, value=None),
 FrozenTrial(number=319, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 26, 721855), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 26, 731564), params={'ema1_period': 23, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=319, value=None),
 FrozenTrial(number=320, state=1, values=[1168.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 26, 732122), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 26, 741709), params={'ema1_period': 22, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=320, value=None),
 FrozenTrial(number=321, state=1, values=[1059.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 26, 742210), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 26, 751778), params={'ema1_period': 24, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=321, value=None),
 FrozenTrial(number=322, state=1, values=[1128.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 26, 752366), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 26, 762000), params={'ema1_period': 23, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=322, value=None),
 FrozenTrial(number=323, state=1, values=[1158.88], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 26, 762456), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 26, 772412), params={'ema1_period': 22, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=323, value=None),
 FrozenTrial(number=324, state=1, values=[1129.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 26, 772753), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 26, 782641), params={'ema1_period': 24, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=324, value=None),
 FrozenTrial(number=325, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 26, 782967), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 26, 792840), params={'ema1_period': 23, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=325, value=None),
 FrozenTrial(number=326, state=1, values=[883.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 26, 793248), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 26, 995995), params={'ema1_period': 25, 'ema2_period': 29}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=326, value=None),
 FrozenTrial(number=327, state=1, values=[1158.38], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 26, 996394), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 27, 6554), params={'ema1_period': 23, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=327, value=None),
 FrozenTrial(number=328, state=1, values=[1090.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 27, 7081), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 27, 16841), params={'ema1_period': 24, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=328, value=None),
 FrozenTrial(number=329, state=1, values=[971.48], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 27, 17325), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 27, 27222), params={'ema1_period': 23, 'ema2_period': 27}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=329, value=None),
 FrozenTrial(number=330, state=1, values=[1159.68], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 27, 27717), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 27, 37452), params={'ema1_period': 25, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=330, value=None),
 FrozenTrial(number=331, state=1, values=[1148.18], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 27, 38051), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 27, 47738), params={'ema1_period': 24, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=331, value=None),
 FrozenTrial(number=332, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 27, 48088), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 27, 58156), params={'ema1_period': 23, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=332, value=None),
 FrozenTrial(number=333, state=1, values=[1080.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 27, 58471), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 27, 69948), params={'ema1_period': 22, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=333, value=None),
 FrozenTrial(number=334, state=1, values=[1118.38], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 27, 71076), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 27, 82020), params={'ema1_period': 24, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=334, value=None),
 FrozenTrial(number=335, state=1, values=[1100.68], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 27, 82500), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 27, 93093), params={'ema1_period': 23, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=335, value=None),
 FrozenTrial(number=336, state=1, values=[1158.38], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 27, 93730), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 27, 103671), params={'ema1_period': 23, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=336, value=None),
 FrozenTrial(number=337, state=1, values=[1148.18], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 27, 104010), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 27, 117169), params={'ema1_period': 24, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=337, value=None),
 FrozenTrial(number=338, state=1, values=[1148.48], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 27, 117750), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 27, 128919), params={'ema1_period': 22, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=338, value=None),
 FrozenTrial(number=339, state=1, values=[1038.88], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 27, 129481), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 27, 346291), params={'ema1_period': 23, 'ema2_period': 22}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=339, value=None),
 FrozenTrial(number=340, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 27, 347287), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 27, 358138), params={'ema1_period': 24, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=340, value=None),
 FrozenTrial(number=341, state=1, values=[1129.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 27, 358702), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 27, 368921), params={'ema1_period': 24, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=341, value=None),
 FrozenTrial(number=342, state=1, values=[921.78], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 27, 369271), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 27, 565121), params={'ema1_period': 25, 'ema2_period': 36}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=342, value=None),
 FrozenTrial(number=343, state=1, values=[1100.68], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 27, 565533), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 27, 576017), params={'ema1_period': 23, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=343, value=None),
 FrozenTrial(number=344, state=1, values=[1128.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 27, 576622), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 27, 586646), params={'ema1_period': 23, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=344, value=None),
 FrozenTrial(number=345, state=1, values=[1168.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 27, 587139), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 27, 597001), params={'ema1_period': 22, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=345, value=None),
 FrozenTrial(number=346, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 27, 597510), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 27, 607496), params={'ema1_period': 23, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=346, value=None),
 FrozenTrial(number=347, state=1, values=[1090.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 27, 607871), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 27, 617904), params={'ema1_period': 24, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=347, value=None),
 FrozenTrial(number=348, state=1, values=[1019.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 27, 618287), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 27, 628326), params={'ema1_period': 25, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=348, value=None),
 FrozenTrial(number=349, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 27, 628805), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 27, 638747), params={'ema1_period': 24, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=349, value=None),
 FrozenTrial(number=350, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 27, 639158), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 27, 649038), params={'ema1_period': 23, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=350, value=None),
 FrozenTrial(number=351, state=1, values=[1036.78], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 27, 649438), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 27, 659460), params={'ema1_period': 22, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=351, value=None),
 FrozenTrial(number=352, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 27, 659936), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 27, 669908), params={'ema1_period': 24, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=352, value=None),
 FrozenTrial(number=353, state=1, values=[1128.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 27, 670359), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 27, 680272), params={'ema1_period': 23, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=353, value=None),
 FrozenTrial(number=354, state=1, values=[1100.68], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 27, 680711), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 27, 690721), params={'ema1_period': 23, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=354, value=None),
 FrozenTrial(number=355, state=1, values=[1129.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 27, 691194), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 27, 701403), params={'ema1_period': 24, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=355, value=None),
 FrozenTrial(number=356, state=1, values=[1148.48], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 27, 701865), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 27, 711981), params={'ema1_period': 22, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=356, value=None),
 FrozenTrial(number=357, state=1, values=[1019.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 27, 712575), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 27, 722779), params={'ema1_period': 25, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=357, value=None),
 FrozenTrial(number=358, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 27, 723261), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 27, 733320), params={'ema1_period': 24, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=358, value=None),
 FrozenTrial(number=359, state=1, values=[1128.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 27, 733786), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 27, 743899), params={'ema1_period': 23, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=359, value=None),
 FrozenTrial(number=360, state=1, values=[1100.68], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 27, 744375), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 27, 754602), params={'ema1_period': 23, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=360, value=None),
 FrozenTrial(number=361, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 27, 755055), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 27, 765238), params={'ema1_period': 24, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=361, value=None),
 FrozenTrial(number=362, state=1, values=[1148.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 27, 765679), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 27, 775864), params={'ema1_period': 21, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=362, value=None),
 FrozenTrial(number=363, state=1, values=[973.78], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 27, 776337), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 27, 786611), params={'ema1_period': 6, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=363, value=None),
 FrozenTrial(number=364, state=1, values=[1128.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 27, 787070), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 27, 797238), params={'ema1_period': 23, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=364, value=None),
 FrozenTrial(number=365, state=1, values=[1148.48], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 27, 797742), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 27, 807954), params={'ema1_period': 22, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=365, value=None),
 FrozenTrial(number=366, state=1, values=[1158.38], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 27, 808413), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 27, 818537), params={'ema1_period': 23, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=366, value=None),
 FrozenTrial(number=367, state=1, values=[1129.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 27, 819022), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 27, 829226), params={'ema1_period': 24, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=367, value=None),
 FrozenTrial(number=368, state=1, values=[1090.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 27, 829694), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 27, 839969), params={'ema1_period': 22, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=368, value=None),
 FrozenTrial(number=369, state=1, values=[1118.38], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 27, 840456), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 27, 850661), params={'ema1_period': 24, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=369, value=None),
 FrozenTrial(number=370, state=1, values=[1128.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 27, 851093), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 27, 861474), params={'ema1_period': 23, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=370, value=None),
 FrozenTrial(number=371, state=1, values=[1059.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 27, 861893), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 27, 872207), params={'ema1_period': 24, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=371, value=None),
 FrozenTrial(number=372, state=1, values=[1079.78], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 27, 872762), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 27, 883156), params={'ema1_period': 25, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=372, value=None),
 FrozenTrial(number=373, state=1, values=[1158.38], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 27, 883624), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 27, 894192), params={'ema1_period': 23, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=373, value=None),
 FrozenTrial(number=374, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 27, 894810), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 27, 906782), params={'ema1_period': 23, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=374, value=None),
 FrozenTrial(number=375, state=1, values=[1090.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 27, 907478), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 27, 918515), params={'ema1_period': 24, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=375, value=None),
 FrozenTrial(number=376, state=1, values=[1097.08], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 27, 919109), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 27, 929763), params={'ema1_period': 21, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=376, value=None),
 FrozenTrial(number=377, state=1, values=[1158.88], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 27, 930254), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 27, 940789), params={'ema1_period': 25, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=377, value=None),
 FrozenTrial(number=378, state=1, values=[1168.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 27, 941267), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 27, 951782), params={'ema1_period': 22, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=378, value=None),
 FrozenTrial(number=379, state=1, values=[1116.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 27, 952215), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 28, 184952), params={'ema1_period': 19, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=379, value=None),
 FrozenTrial(number=380, state=1, values=[998.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 28, 185594), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 28, 377854), params={'ema1_period': 23, 'ema2_period': 43}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=380, value=None),
 FrozenTrial(number=381, state=1, values=[1129.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 28, 378232), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 28, 388987), params={'ema1_period': 24, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=381, value=None),
 FrozenTrial(number=382, state=1, values=[1100.68], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 28, 389396), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 28, 399954), params={'ema1_period': 23, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=382, value=None),
 FrozenTrial(number=383, state=1, values=[1116.18], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 28, 400426), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 28, 410800), params={'ema1_period': 23, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=383, value=None),
 FrozenTrial(number=384, state=1, values=[1059.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 28, 411268), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 28, 421687), params={'ema1_period': 24, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=384, value=None),
 FrozenTrial(number=385, state=1, values=[1168.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 28, 421998), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 28, 432587), params={'ema1_period': 22, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=385, value=None),
 FrozenTrial(number=386, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 28, 433045), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 28, 443449), params={'ema1_period': 24, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=386, value=None),
 FrozenTrial(number=387, state=1, values=[1128.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 28, 443802), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 28, 454378), params={'ema1_period': 23, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=387, value=None),
 FrozenTrial(number=388, state=1, values=[1028.38], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 28, 454741), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 28, 465342), params={'ema1_period': 17, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=388, value=None),
 FrozenTrial(number=389, state=1, values=[1079.78], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 28, 465845), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 28, 476331), params={'ema1_period': 25, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=389, value=None),
 FrozenTrial(number=390, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 28, 476778), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 28, 487295), params={'ema1_period': 23, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=390, value=None),
 FrozenTrial(number=391, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 28, 487890), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 28, 498510), params={'ema1_period': 24, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=391, value=None),
 FrozenTrial(number=392, state=1, values=[1090.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 28, 498893), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 28, 509760), params={'ema1_period': 23, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=392, value=None),
 FrozenTrial(number=393, state=1, values=[1148.18], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 28, 510278), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 28, 520889), params={'ema1_period': 24, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=393, value=None),
 FrozenTrial(number=394, state=1, values=[929.48], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 28, 521398), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 28, 532019), params={'ema1_period': 22, 'ema2_period': 20}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=394, value=None),
 FrozenTrial(number=395, state=1, values=[1100.68], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 28, 532411), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 28, 542970), params={'ema1_period': 23, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=395, value=None),
 FrozenTrial(number=396, state=1, values=[1168.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 28, 543420), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 28, 553909), params={'ema1_period': 22, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=396, value=None),
 FrozenTrial(number=397, state=1, values=[931.48], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 28, 554399), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 28, 753013), params={'ema1_period': 24, 'ema2_period': 38}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=397, value=None),
 FrozenTrial(number=398, state=1, values=[1009.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 28, 753608), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 28, 764164), params={'ema1_period': 25, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=398, value=None),
 FrozenTrial(number=399, state=1, values=[1069.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 28, 764631), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 28, 775222), params={'ema1_period': 23, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=399, value=None),
 FrozenTrial(number=400, state=1, values=[1148.18], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 28, 775682), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 28, 786256), params={'ema1_period': 24, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=400, value=None),
 FrozenTrial(number=401, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 28, 786760), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 28, 797218), params={'ema1_period': 23, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=401, value=None),
 FrozenTrial(number=402, state=1, values=[1100.68], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 28, 797598), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 28, 808370), params={'ema1_period': 23, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=402, value=None),
 FrozenTrial(number=403, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 28, 808844), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 28, 819513), params={'ema1_period': 24, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=403, value=None),
 FrozenTrial(number=404, state=1, values=[1036.78], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 28, 819982), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 28, 830703), params={'ema1_period': 22, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=404, value=None),
 FrozenTrial(number=405, state=1, values=[826.18], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 28, 831075), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 29, 84944), params={'ema1_period': 10, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=405, value=None),
 FrozenTrial(number=406, state=1, values=[949.48], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 29, 85672), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 29, 97600), params={'ema1_period': 24, 'ema2_period': 18}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=406, value=None),
 FrozenTrial(number=407, state=1, values=[1128.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 29, 98089), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 29, 109205), params={'ema1_period': 23, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=407, value=None),
 FrozenTrial(number=408, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 29, 109583), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 29, 120731), params={'ema1_period': 24, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=408, value=None),
 FrozenTrial(number=409, state=1, values=[1079.78], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 29, 121227), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 29, 132088), params={'ema1_period': 25, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=409, value=None),
 FrozenTrial(number=410, state=1, values=[1090.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 29, 132586), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 29, 143721), params={'ema1_period': 23, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=410, value=None),
 FrozenTrial(number=411, state=1, values=[1148.48], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 29, 144335), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 29, 157507), params={'ema1_period': 22, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=411, value=None),
 FrozenTrial(number=412, state=1, values=[937.88], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 29, 158206), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 29, 350851), params={'ema1_period': 23, 'ema2_period': 40}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=412, value=None),
 FrozenTrial(number=413, state=1, values=[1017.08], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 29, 351315), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 29, 362923), params={'ema1_period': 24, 'ema2_period': 46}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=413, value=None),
 FrozenTrial(number=414, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 29, 363328), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 29, 374356), params={'ema1_period': 24, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=414, value=None),
 FrozenTrial(number=415, state=1, values=[884.88], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 29, 374829), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 29, 385815), params={'ema1_period': 23, 'ema2_period': 33}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=415, value=None),
 FrozenTrial(number=416, state=1, values=[1126.68], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 29, 386271), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 29, 398192), params={'ema1_period': 20, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=416, value=None),
 FrozenTrial(number=417, state=1, values=[1100.68], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 29, 398553), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 29, 410264), params={'ema1_period': 23, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=417, value=None),
 FrozenTrial(number=418, state=1, values=[1096.78], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 29, 410818), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 29, 422235), params={'ema1_period': 22, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=418, value=None),
 FrozenTrial(number=419, state=1, values=[1129.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 29, 422748), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 29, 434139), params={'ema1_period': 24, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=419, value=None),
 FrozenTrial(number=420, state=1, values=[1158.38], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 29, 434799), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 29, 446444), params={'ema1_period': 23, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=420, value=None),
 FrozenTrial(number=421, state=1, values=[1148.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 29, 446944), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 29, 458683), params={'ema1_period': 21, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=421, value=None),
 FrozenTrial(number=422, state=1, values=[1118.38], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 29, 459166), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 29, 470802), params={'ema1_period': 24, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=422, value=None),
 FrozenTrial(number=423, state=1, values=[1009.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 29, 471285), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 29, 482767), params={'ema1_period': 25, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=423, value=None),
 FrozenTrial(number=424, state=1, values=[1158.38], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 29, 483239), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 29, 494957), params={'ema1_period': 23, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=424, value=None),
 FrozenTrial(number=425, state=1, values=[1163.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 29, 495413), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 29, 506724), params={'ema1_period': 13, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=425, value=None),
 FrozenTrial(number=426, state=1, values=[1059.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 29, 507170), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 29, 518294), params={'ema1_period': 24, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=426, value=None),
 FrozenTrial(number=427, state=1, values=[1168.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 29, 518625), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 29, 529963), params={'ema1_period': 22, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=427, value=None),
 FrozenTrial(number=428, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 29, 530391), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 29, 541848), params={'ema1_period': 23, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=428, value=None),
 FrozenTrial(number=429, state=1, values=[1100.68], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 29, 542336), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 29, 553701), params={'ema1_period': 23, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=429, value=None),
 FrozenTrial(number=430, state=1, values=[1158.88], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 29, 554078), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 29, 565472), params={'ema1_period': 25, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=430, value=None),
 FrozenTrial(number=431, state=1, values=[990.18], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 29, 565974), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 29, 577592), params={'ema1_period': 24, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=431, value=None),
 FrozenTrial(number=432, state=1, values=[1007.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 29, 577966), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 29, 589460), params={'ema1_period': 18, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=432, value=None),
 FrozenTrial(number=433, state=1, values=[1090.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 29, 589841), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 29, 601535), params={'ema1_period': 24, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=433, value=None),
 FrozenTrial(number=434, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 29, 601924), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 29, 614754), params={'ema1_period': 23, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=434, value=None),
 FrozenTrial(number=435, state=1, values=[1168.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 29, 615313), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 29, 626585), params={'ema1_period': 22, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=435, value=None),
 FrozenTrial(number=436, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 29, 626954), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 29, 638515), params={'ema1_period': 23, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=436, value=None),
 FrozenTrial(number=437, state=1, values=[961.48], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 29, 638981), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 29, 650316), params={'ema1_period': 24, 'ema2_period': 26}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=437, value=None),
 FrozenTrial(number=438, state=1, values=[1090.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 29, 650811), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 29, 663165), params={'ema1_period': 23, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=438, value=None),
 FrozenTrial(number=439, state=1, values=[1096.78], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 29, 663968), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 29, 676994), params={'ema1_period': 22, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=439, value=None),
 FrozenTrial(number=440, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 29, 677730), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 29, 689979), params={'ema1_period': 24, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=440, value=None),
 FrozenTrial(number=441, state=1, values=[1079.78], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 29, 690563), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 29, 702473), params={'ema1_period': 25, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=441, value=None),
 FrozenTrial(number=442, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 29, 703021), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 29, 714676), params={'ema1_period': 23, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=442, value=None),
 FrozenTrial(number=443, state=1, values=[1118.38], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 29, 715201), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 29, 726854), params={'ema1_period': 24, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=443, value=None),
 FrozenTrial(number=444, state=1, values=[1128.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 29, 727378), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 29, 738932), params={'ema1_period': 23, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=444, value=None),
 FrozenTrial(number=445, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 29, 739328), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 29, 751164), params={'ema1_period': 24, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=445, value=None),
 FrozenTrial(number=446, state=1, values=[1148.48], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 29, 751688), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 29, 763156), params={'ema1_period': 22, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=446, value=None),
 FrozenTrial(number=447, state=1, values=[1100.68], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 29, 763654), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 29, 775269), params={'ema1_period': 23, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=447, value=None),
 FrozenTrial(number=448, state=1, values=[902.88], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 29, 775781), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 29, 787682), params={'ema1_period': 23, 'ema2_period': 35}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=448, value=None),
 FrozenTrial(number=449, state=1, values=[990.18], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 29, 788194), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 29, 800154), params={'ema1_period': 25, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=449, value=None),
 FrozenTrial(number=450, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 29, 800583), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 29, 812507), params={'ema1_period': 24, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=450, value=None),
 FrozenTrial(number=451, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 29, 813237), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 29, 824857), params={'ema1_period': 23, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=451, value=None),
 FrozenTrial(number=452, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 29, 825333), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 29, 941311), params={'ema1_period': 23, 'ema2_period': 23}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=452, value=None),
 FrozenTrial(number=453, state=1, values=[1059.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 29, 941965), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 29, 954485), params={'ema1_period': 24, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=453, value=None),
 FrozenTrial(number=454, state=1, values=[1148.18], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 29, 955047), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 29, 967050), params={'ema1_period': 24, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=454, value=None),
 FrozenTrial(number=455, state=1, values=[1148.48], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 29, 967504), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 29, 979492), params={'ema1_period': 22, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=455, value=None),
 FrozenTrial(number=456, state=1, values=[1079.78], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 29, 979834), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 29, 991878), params={'ema1_period': 25, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=456, value=None),
 FrozenTrial(number=457, state=1, values=[1168.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 29, 992371), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 30, 4503), params={'ema1_period': 22, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=457, value=None),
 FrozenTrial(number=458, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 30, 5055), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 30, 17439), params={'ema1_period': 23, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=458, value=None),
 FrozenTrial(number=459, state=1, values=[874.78], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 30, 17941), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 30, 221415), params={'ema1_period': 24, 'ema2_period': 31}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=459, value=None),
 FrozenTrial(number=460, state=1, values=[1116.18], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 30, 222130), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 30, 235156), params={'ema1_period': 23, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=460, value=None),
 FrozenTrial(number=461, state=1, values=[1150.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 30, 235681), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 30, 247749), params={'ema1_period': 13, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=461, value=None),
 FrozenTrial(number=462, state=1, values=[1090.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 30, 248242), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 30, 260001), params={'ema1_period': 24, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=462, value=None),
 FrozenTrial(number=463, state=1, values=[1128.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 30, 260467), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 30, 279892), params={'ema1_period': 23, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=463, value=None),
 FrozenTrial(number=464, state=1, values=[1129.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 30, 281057), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 30, 302651), params={'ema1_period': 24, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=464, value=None),
 FrozenTrial(number=465, state=1, values=[1090.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 30, 303550), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 30, 318186), params={'ema1_period': 23, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=465, value=None),
 FrozenTrial(number=466, state=1, values=[1159.68], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 30, 319294), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 30, 334646), params={'ema1_period': 25, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=466, value=None),
 FrozenTrial(number=467, state=1, values=[1148.48], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 30, 335325), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 30, 348272), params={'ema1_period': 22, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=467, value=None),
 FrozenTrial(number=468, state=1, values=[996.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 30, 348852), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 30, 361071), params={'ema1_period': 24, 'ema2_period': 49}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=468, value=None),
 FrozenTrial(number=469, state=1, values=[1100.68], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 30, 361669), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 30, 373699), params={'ema1_period': 23, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=469, value=None),
 FrozenTrial(number=470, state=1, values=[1128.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 30, 374256), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 30, 386247), params={'ema1_period': 23, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=470, value=None),
 FrozenTrial(number=471, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 30, 386829), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 30, 398848), params={'ema1_period': 24, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=471, value=None),
 FrozenTrial(number=472, state=1, values=[980.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 30, 399360), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 30, 613806), params={'ema1_period': 22, 'ema2_period': 19}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=472, value=None),
 FrozenTrial(number=473, state=1, values=[1100.68], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 30, 614510), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 30, 627154), params={'ema1_period': 23, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=473, value=None),
 FrozenTrial(number=474, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 30, 627705), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 30, 639605), params={'ema1_period': 24, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=474, value=None),
 FrozenTrial(number=475, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 30, 640037), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 30, 651894), params={'ema1_period': 23, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=475, value=None),
 FrozenTrial(number=476, state=1, values=[1019.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 30, 652347), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 30, 664123), params={'ema1_period': 25, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=476, value=None),
 FrozenTrial(number=477, state=1, values=[1096.68], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 30, 664439), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 30, 676273), params={'ema1_period': 21, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=477, value=None),
 FrozenTrial(number=478, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 30, 676771), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 30, 688543), params={'ema1_period': 23, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=478, value=None),
 FrozenTrial(number=479, state=1, values=[1090.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 30, 688935), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 30, 700999), params={'ema1_period': 24, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=479, value=None),
 FrozenTrial(number=480, state=1, values=[1118.38], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 30, 701466), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 30, 713401), params={'ema1_period': 24, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=480, value=None),
 FrozenTrial(number=481, state=1, values=[1168.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 30, 713893), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 30, 725589), params={'ema1_period': 22, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=481, value=None),
 FrozenTrial(number=482, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 30, 726065), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 30, 737896), params={'ema1_period': 23, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=482, value=None),
 FrozenTrial(number=483, state=1, values=[1148.18], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 30, 738263), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 30, 750056), params={'ema1_period': 24, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=483, value=None),
 FrozenTrial(number=484, state=1, values=[1159.68], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 30, 750477), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 30, 762329), params={'ema1_period': 25, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=484, value=None),
 FrozenTrial(number=485, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 30, 762823), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 30, 774832), params={'ema1_period': 23, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=485, value=None),
 FrozenTrial(number=486, state=1, values=[1069.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 30, 775317), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 30, 789719), params={'ema1_period': 23, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=486, value=None),
 FrozenTrial(number=487, state=1, values=[1158.88], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 30, 790535), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 30, 803921), params={'ema1_period': 22, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=487, value=None),
 FrozenTrial(number=488, state=1, values=[901.88], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 30, 804547), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 30, 816690), params={'ema1_period': 8, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=488, value=None),
 FrozenTrial(number=489, state=1, values=[1148.18], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 30, 817214), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 30, 829203), params={'ema1_period': 24, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=489, value=None),
 FrozenTrial(number=490, state=1, values=[1080.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 30, 829579), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 30, 841626), params={'ema1_period': 22, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=490, value=None),
 FrozenTrial(number=491, state=1, values=[1100.68], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 30, 842275), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 30, 854338), params={'ema1_period': 23, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=491, value=None),
 FrozenTrial(number=492, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 30, 854831), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 30, 866753), params={'ema1_period': 23, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=492, value=None),
 FrozenTrial(number=493, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 30, 867240), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 30, 879132), params={'ema1_period': 24, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=493, value=None),
 FrozenTrial(number=494, state=1, values=[1007.38], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 30, 879516), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 30, 891892), params={'ema1_period': 16, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=494, value=None),
 FrozenTrial(number=495, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 30, 892391), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 30, 904651), params={'ema1_period': 24, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=495, value=None),
 FrozenTrial(number=496, state=1, values=[1116.18], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 30, 905186), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 30, 917395), params={'ema1_period': 23, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=496, value=None),
 FrozenTrial(number=497, state=1, values=[1079.78], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 30, 917956), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 30, 930090), params={'ema1_period': 25, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=497, value=None),
 FrozenTrial(number=498, state=1, values=[1148.18], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 30, 930610), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 30, 942868), params={'ema1_period': 24, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=498, value=None),
 FrozenTrial(number=499, state=1, values=[1148.48], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 30, 943259), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 30, 955513), params={'ema1_period': 22, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=499, value=None),
 FrozenTrial(number=500, state=1, values=[1158.38], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 30, 955990), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 30, 968040), params={'ema1_period': 23, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=500, value=None),
 FrozenTrial(number=501, state=1, values=[1090.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 30, 968497), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 30, 980536), params={'ema1_period': 24, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=501, value=None),
 FrozenTrial(number=502, state=1, values=[1059.38], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 30, 980863), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 31, 223725), params={'ema1_period': 14, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=502, value=None),
 FrozenTrial(number=503, state=1, values=[1128.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 31, 224435), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 31, 238124), params={'ema1_period': 23, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=503, value=None),
 FrozenTrial(number=504, state=1, values=[1090.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 31, 238765), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 31, 251117), params={'ema1_period': 23, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=504, value=None),
 FrozenTrial(number=505, state=1, values=[832.38], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 31, 251526), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 31, 556393), params={'ema1_period': 9, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=505, value=None),
 FrozenTrial(number=506, state=1, values=[1129.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 31, 557182), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 31, 570496), params={'ema1_period': 24, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=506, value=None),
 FrozenTrial(number=507, state=1, values=[1158.88], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 31, 571079), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 31, 583399), params={'ema1_period': 22, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=507, value=None),
 FrozenTrial(number=508, state=1, values=[1009.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 31, 583869), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 31, 596988), params={'ema1_period': 25, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=508, value=None),
 FrozenTrial(number=509, state=1, values=[1128.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 31, 597639), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 31, 612002), params={'ema1_period': 23, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=509, value=None),
 FrozenTrial(number=510, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 31, 612894), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 31, 627868), params={'ema1_period': 24, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=510, value=None),
 FrozenTrial(number=511, state=1, values=[1116.18], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 31, 628507), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 31, 641203), params={'ema1_period': 23, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=511, value=None),
 FrozenTrial(number=512, state=1, values=[1090.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 31, 641765), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 31, 654453), params={'ema1_period': 24, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=512, value=None),
 FrozenTrial(number=513, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 31, 654998), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 31, 667528), params={'ema1_period': 23, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=513, value=None),
 FrozenTrial(number=514, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 31, 668281), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 31, 681146), params={'ema1_period': 24, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=514, value=None),
 FrozenTrial(number=515, state=1, values=[1080.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 31, 681690), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 31, 694294), params={'ema1_period': 22, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=515, value=None),
 FrozenTrial(number=516, state=1, values=[1158.38], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 31, 694813), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 31, 707253), params={'ema1_period': 23, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=516, value=None),
 FrozenTrial(number=517, state=1, values=[1158.88], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 31, 707787), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 31, 720698), params={'ema1_period': 25, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=517, value=None),
 FrozenTrial(number=518, state=1, values=[1069.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 31, 721261), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 31, 733726), params={'ema1_period': 23, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=518, value=None),
 FrozenTrial(number=519, state=1, values=[1158.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 31, 734234), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 31, 746689), params={'ema1_period': 21, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=519, value=None),
 FrozenTrial(number=520, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 31, 747181), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 31, 759728), params={'ema1_period': 24, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=520, value=None),
 FrozenTrial(number=521, state=1, values=[1090.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 31, 760244), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 31, 772734), params={'ema1_period': 24, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=521, value=None),
 FrozenTrial(number=522, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 31, 773264), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 31, 785657), params={'ema1_period': 23, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=522, value=None),
 FrozenTrial(number=523, state=1, values=[1096.78], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 31, 786180), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 31, 798607), params={'ema1_period': 22, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=523, value=None),
 FrozenTrial(number=524, state=1, values=[1129.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 31, 799121), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 31, 811827), params={'ema1_period': 24, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=524, value=None),
 FrozenTrial(number=525, state=1, values=[1100.68], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 31, 812336), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 31, 824741), params={'ema1_period': 23, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=525, value=None),
 FrozenTrial(number=526, state=1, values=[851.68], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 31, 825245), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 31, 837607), params={'ema1_period': 23, 'ema2_period': 24}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=526, value=None),
 FrozenTrial(number=527, state=1, values=[1158.88], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 31, 838144), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 31, 850409), params={'ema1_period': 25, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=527, value=None),
 FrozenTrial(number=528, state=1, values=[1168.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 31, 850938), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 31, 863261), params={'ema1_period': 22, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=528, value=None),
 FrozenTrial(number=529, state=1, values=[1118.38], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 31, 863968), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 31, 876115), params={'ema1_period': 24, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=529, value=None),
 FrozenTrial(number=530, state=1, values=[1090.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 31, 876659), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 31, 889003), params={'ema1_period': 23, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=530, value=None),
 FrozenTrial(number=531, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 31, 889518), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 31, 903170), params={'ema1_period': 23, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=531, value=None),
 FrozenTrial(number=532, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 31, 904132), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 31, 920456), params={'ema1_period': 24, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=532, value=None),
 FrozenTrial(number=533, state=1, values=[1129.38], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 31, 921095), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 31, 934326), params={'ema1_period': 19, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=533, value=None),
 FrozenTrial(number=534, state=1, values=[1158.88], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 31, 934976), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 31, 947524), params={'ema1_period': 22, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=534, value=None),
 FrozenTrial(number=535, state=1, values=[1129.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 31, 948123), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 31, 960563), params={'ema1_period': 24, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=535, value=None),
 FrozenTrial(number=536, state=1, values=[900.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 31, 961057), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 31, 975254), params={'ema1_period': 6, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=536, value=None),
 FrozenTrial(number=537, state=1, values=[1100.68], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 31, 976174), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 31, 990473), params={'ema1_period': 23, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=537, value=None),
 FrozenTrial(number=538, state=1, values=[1158.88], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 31, 991118), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 32, 5598), params={'ema1_period': 25, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=538, value=None),
 FrozenTrial(number=539, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 32, 6303), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 32, 20752), params={'ema1_period': 24, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=539, value=None),
 FrozenTrial(number=540, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 32, 21409), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 32, 36019), params={'ema1_period': 23, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=540, value=None),
 FrozenTrial(number=541, state=1, values=[1090.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 32, 36663), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 32, 49956), params={'ema1_period': 23, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=541, value=None),
 FrozenTrial(number=542, state=1, values=[1009.38], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 32, 50576), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 32, 63317), params={'ema1_period': 15, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=542, value=None),
 FrozenTrial(number=543, state=1, values=[1148.18], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 32, 63941), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 32, 76328), params={'ema1_period': 24, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=543, value=None),
 FrozenTrial(number=544, state=1, values=[1116.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 32, 76930), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 32, 89451), params={'ema1_period': 20, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=544, value=None),
 FrozenTrial(number=545, state=1, values=[1158.88], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 32, 91027), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 32, 103782), params={'ema1_period': 22, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=545, value=None),
 FrozenTrial(number=546, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 32, 104393), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 32, 116749), params={'ema1_period': 23, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=546, value=None),
 FrozenTrial(number=547, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 32, 117230), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 32, 366769), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=547, value=None),
 FrozenTrial(number=548, state=1, values=[1139.08], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 32, 367288), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 32, 380828), params={'ema1_period': 12, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=548, value=None),
 FrozenTrial(number=549, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 32, 381344), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 32, 394109), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=549, value=None),
 FrozenTrial(number=550, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 32, 394535), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 32, 407872), params={'ema1_period': 11, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=550, value=None),
 FrozenTrial(number=551, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 32, 408403), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 32, 421354), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=551, value=None),
 FrozenTrial(number=552, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 32, 421933), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 32, 541011), params={'ema1_period': 10, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=552, value=None),
 FrozenTrial(number=553, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 32, 541808), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 32, 556000), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=553, value=None),
 FrozenTrial(number=554, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 32, 556540), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 32, 569646), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=554, value=None),
 FrozenTrial(number=555, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 32, 570053), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 32, 583240), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=555, value=None),
 FrozenTrial(number=556, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 32, 583756), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 32, 596640), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=556, value=None),
 FrozenTrial(number=557, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 32, 597180), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 32, 609955), params={'ema1_period': 10, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=557, value=None),
 FrozenTrial(number=558, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 32, 610495), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 32, 623320), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=558, value=None),
 FrozenTrial(number=559, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 32, 623835), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 32, 636684), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=559, value=None),
 FrozenTrial(number=560, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 32, 637185), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 32, 650257), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=560, value=None),
 FrozenTrial(number=561, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 32, 650695), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 32, 663713), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=561, value=None),
 FrozenTrial(number=562, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 32, 664263), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 32, 676929), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=562, value=None),
 FrozenTrial(number=563, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 32, 677594), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 32, 690493), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=563, value=None),
 FrozenTrial(number=564, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 32, 691008), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 32, 703872), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=564, value=None),
 FrozenTrial(number=565, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 32, 704242), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 32, 717895), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=565, value=None),
 FrozenTrial(number=566, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 32, 718422), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 32, 731741), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=566, value=None),
 FrozenTrial(number=567, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 32, 732284), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 32, 745106), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=567, value=None),
 FrozenTrial(number=568, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 32, 745551), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 32, 758460), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=568, value=None),
 FrozenTrial(number=569, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 32, 758913), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 32, 771907), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=569, value=None),
 FrozenTrial(number=570, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 32, 772467), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 32, 785161), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=570, value=None),
 FrozenTrial(number=571, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 32, 785652), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 32, 798634), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=571, value=None),
 FrozenTrial(number=572, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 32, 799158), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 32, 812955), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=572, value=None),
 FrozenTrial(number=573, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 32, 813643), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 32, 833361), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=573, value=None),
 FrozenTrial(number=574, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 32, 834142), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 32, 848206), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=574, value=None),
 FrozenTrial(number=575, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 32, 848793), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 32, 862356), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=575, value=None),
 FrozenTrial(number=576, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 32, 862801), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 32, 876102), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=576, value=None),
 FrozenTrial(number=577, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 32, 876812), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 32, 889849), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=577, value=None),
 FrozenTrial(number=578, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 32, 890360), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 32, 903254), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=578, value=None),
 FrozenTrial(number=579, state=1, values=[1139.08], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 32, 903926), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 32, 917026), params={'ema1_period': 12, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=579, value=None),
 FrozenTrial(number=580, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 32, 917546), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 32, 930631), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=580, value=None),
 FrozenTrial(number=581, state=1, values=[1139.08], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 32, 931123), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 32, 944071), params={'ema1_period': 12, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=581, value=None),
 FrozenTrial(number=582, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 32, 944565), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 32, 957563), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=582, value=None),
 FrozenTrial(number=583, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 32, 958112), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 32, 971105), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=583, value=None),
 FrozenTrial(number=584, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 32, 971628), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 32, 984625), params={'ema1_period': 10, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=584, value=None),
 FrozenTrial(number=585, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 32, 985116), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 32, 998097), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=585, value=None),
 FrozenTrial(number=586, state=1, values=[1139.08], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 32, 998633), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 33, 11821), params={'ema1_period': 12, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=586, value=None),
 FrozenTrial(number=587, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 33, 12368), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 33, 25446), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=587, value=None),
 FrozenTrial(number=588, state=1, values=[1139.08], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 33, 25985), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 33, 39051), params={'ema1_period': 12, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=588, value=None),
 FrozenTrial(number=589, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 33, 39553), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 33, 52706), params={'ema1_period': 10, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=589, value=None),
 FrozenTrial(number=590, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 33, 53098), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 33, 77585), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=590, value=None),
 FrozenTrial(number=591, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 33, 78545), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 33, 101028), params={'ema1_period': 10, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=591, value=None),
 FrozenTrial(number=592, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 33, 101824), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 33, 116935), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=592, value=None),
 FrozenTrial(number=593, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 33, 117860), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 33, 135316), params={'ema1_period': 10, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=593, value=None),
 FrozenTrial(number=594, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 33, 136464), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 33, 154043), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=594, value=None),
 FrozenTrial(number=595, state=1, values=[1139.08], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 33, 154985), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 33, 175160), params={'ema1_period': 12, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=595, value=None),
 FrozenTrial(number=596, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 33, 175965), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 33, 191128), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=596, value=None),
 FrozenTrial(number=597, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 33, 191914), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 33, 206536), params={'ema1_period': 10, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=597, value=None),
 FrozenTrial(number=598, state=1, values=[1139.08], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 33, 207154), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 33, 221739), params={'ema1_period': 12, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=598, value=None),
 FrozenTrial(number=599, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 33, 222450), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 33, 236538), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=599, value=None),
 FrozenTrial(number=600, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 33, 237131), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 33, 250755), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=600, value=None),
 FrozenTrial(number=601, state=1, values=[1139.08], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 33, 251176), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 33, 265178), params={'ema1_period': 12, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=601, value=None),
 FrozenTrial(number=602, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 33, 265707), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 33, 279411), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=602, value=None),
 FrozenTrial(number=603, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 33, 279978), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 33, 293644), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=603, value=None),
 FrozenTrial(number=604, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 33, 294190), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 33, 307675), params={'ema1_period': 10, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=604, value=None),
 FrozenTrial(number=605, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 33, 308295), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 33, 322038), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=605, value=None),
 FrozenTrial(number=606, state=1, values=[1139.08], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 33, 322676), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 33, 336325), params={'ema1_period': 12, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=606, value=None),
 FrozenTrial(number=607, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 33, 336765), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 33, 350703), params={'ema1_period': 10, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=607, value=None),
 FrozenTrial(number=608, state=1, values=[1139.08], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 33, 351502), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 33, 365253), params={'ema1_period': 12, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=608, value=None),
 FrozenTrial(number=609, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 33, 365855), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 33, 380007), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=609, value=None),
 FrozenTrial(number=610, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 33, 380620), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 33, 394467), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=610, value=None),
 FrozenTrial(number=611, state=1, values=[943.18], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 33, 395037), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 33, 655839), params={'ema1_period': 9, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=611, value=None),
 FrozenTrial(number=612, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 33, 656582), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 33, 671292), params={'ema1_period': 10, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=612, value=None),
 FrozenTrial(number=613, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 33, 671907), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 33, 691389), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=613, value=None),
 FrozenTrial(number=614, state=1, values=[1139.08], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 33, 692422), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 33, 708225), params={'ema1_period': 12, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=614, value=None),
 FrozenTrial(number=615, state=1, values=[802.38], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 33, 708826), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 33, 969410), params={'ema1_period': 10, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=615, value=None),
 FrozenTrial(number=616, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 33, 970190), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 33, 984861), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=616, value=None),
 FrozenTrial(number=617, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 33, 985253), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 33, 998748), params={'ema1_period': 11, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=617, value=None),
 FrozenTrial(number=618, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 33, 999241), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 34, 12424), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=618, value=None),
 FrozenTrial(number=619, state=1, values=[1153.88], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 34, 12929), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 34, 26301), params={'ema1_period': 12, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=619, value=None),
 FrozenTrial(number=620, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 34, 26843), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 34, 40175), params={'ema1_period': 10, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=620, value=None),
 FrozenTrial(number=621, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 34, 40722), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 34, 54152), params={'ema1_period': 11, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=621, value=None),
 FrozenTrial(number=622, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 34, 54656), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 34, 68005), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=622, value=None),
 FrozenTrial(number=623, state=1, values=[1139.08], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 34, 68664), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 34, 82353), params={'ema1_period': 12, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=623, value=None),
 FrozenTrial(number=624, state=1, values=[802.38], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 34, 82812), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 34, 96424), params={'ema1_period': 10, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=624, value=None),
 FrozenTrial(number=625, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 34, 96963), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 34, 110566), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=625, value=None),
 FrozenTrial(number=626, state=1, values=[1153.88], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 34, 110991), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 34, 124609), params={'ema1_period': 12, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=626, value=None),
 FrozenTrial(number=627, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 34, 125084), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 34, 138596), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=627, value=None),
 FrozenTrial(number=628, state=1, values=[802.38], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 34, 139115), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 34, 152709), params={'ema1_period': 10, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=628, value=None),
 FrozenTrial(number=629, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 34, 153100), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 34, 166681), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=629, value=None),
 FrozenTrial(number=630, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 34, 167183), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 34, 180856), params={'ema1_period': 11, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=630, value=None),
 FrozenTrial(number=631, state=1, values=[1153.88], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 34, 181370), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 34, 195013), params={'ema1_period': 12, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=631, value=None),
 FrozenTrial(number=632, state=1, values=[1153.78], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 34, 195716), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 34, 216123), params={'ema1_period': 13, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=632, value=None),
 FrozenTrial(number=633, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 34, 216819), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 34, 231638), params={'ema1_period': 10, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=633, value=None),
 FrozenTrial(number=634, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 34, 232195), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 34, 246279), params={'ema1_period': 11, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=634, value=None),
 FrozenTrial(number=635, state=1, values=[1153.88], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 34, 246771), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 34, 260736), params={'ema1_period': 12, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=635, value=None),
 FrozenTrial(number=636, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 34, 261217), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 34, 275119), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=636, value=None),
 FrozenTrial(number=637, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 34, 275577), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 34, 289418), params={'ema1_period': 10, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=637, value=None),
 FrozenTrial(number=638, state=1, values=[943.18], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 34, 290076), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 34, 303850), params={'ema1_period': 9, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=638, value=None),
 FrozenTrial(number=639, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 34, 304246), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 34, 318400), params={'ema1_period': 11, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=639, value=None),
 FrozenTrial(number=640, state=1, values=[1139.08], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 34, 318879), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 34, 340095), params={'ema1_period': 12, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=640, value=None),
 FrozenTrial(number=641, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 34, 341128), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 34, 362151), params={'ema1_period': 11, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=641, value=None),
 FrozenTrial(number=642, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 34, 363128), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 34, 379821), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=642, value=None),
 FrozenTrial(number=643, state=1, values=[802.38], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 34, 381012), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 34, 398337), params={'ema1_period': 10, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=643, value=None),
 FrozenTrial(number=644, state=1, values=[1153.88], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 34, 398996), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 34, 413856), params={'ema1_period': 12, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=644, value=None),
 FrozenTrial(number=645, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 34, 414528), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 34, 429012), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=645, value=None),
 FrozenTrial(number=646, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 34, 429667), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 34, 443861), params={'ema1_period': 10, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=646, value=None),
 FrozenTrial(number=647, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 34, 444454), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 34, 458327), params={'ema1_period': 11, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=647, value=None),
 FrozenTrial(number=648, state=1, values=[1139.08], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 34, 458850), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 34, 473008), params={'ema1_period': 12, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=648, value=None),
 FrozenTrial(number=649, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 34, 473576), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 34, 487529), params={'ema1_period': 11, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=649, value=None),
 FrozenTrial(number=650, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 34, 488143), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 34, 501967), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=650, value=None),
 FrozenTrial(number=651, state=1, values=[802.38], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 34, 502627), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 34, 518258), params={'ema1_period': 10, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=651, value=None),
 FrozenTrial(number=652, state=1, values=[1139.08], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 34, 519240), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 34, 534859), params={'ema1_period': 12, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=652, value=None),
 FrozenTrial(number=653, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 34, 535776), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 34, 550495), params={'ema1_period': 11, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=653, value=None),
 FrozenTrial(number=654, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 34, 551084), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 34, 565718), params={'ema1_period': 10, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=654, value=None),
 FrozenTrial(number=655, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 34, 566294), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 34, 580599), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=655, value=None),
 FrozenTrial(number=656, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 34, 581395), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 34, 595686), params={'ema1_period': 11, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=656, value=None),
 FrozenTrial(number=657, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 34, 596264), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 34, 610537), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=657, value=None),
 FrozenTrial(number=658, state=1, values=[1153.88], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 34, 611179), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 34, 625072), params={'ema1_period': 12, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=658, value=None),
 FrozenTrial(number=659, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 34, 625625), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 34, 639508), params={'ema1_period': 10, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=659, value=None),
 FrozenTrial(number=660, state=1, values=[1139.08], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 34, 640058), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 34, 654336), params={'ema1_period': 12, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=660, value=None),
 FrozenTrial(number=661, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 34, 654988), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 34, 669021), params={'ema1_period': 11, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=661, value=None),
 FrozenTrial(number=662, state=1, values=[802.38], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 34, 669718), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 34, 683810), params={'ema1_period': 10, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=662, value=None),
 FrozenTrial(number=663, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 34, 684453), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 34, 698555), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=663, value=None),
 FrozenTrial(number=664, state=1, values=[1139.08], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 34, 699161), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 34, 713244), params={'ema1_period': 12, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=664, value=None),
 FrozenTrial(number=665, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 34, 713917), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 34, 728174), params={'ema1_period': 11, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=665, value=None),
 FrozenTrial(number=666, state=1, values=[802.38], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 34, 728721), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 34, 742897), params={'ema1_period': 10, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=666, value=None),
 FrozenTrial(number=667, state=1, values=[943.18], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 34, 743512), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 34, 757747), params={'ema1_period': 9, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=667, value=None),
 FrozenTrial(number=668, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 34, 759869), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 34, 776455), params={'ema1_period': 11, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=668, value=None),
 FrozenTrial(number=669, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 34, 777418), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 34, 792543), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=669, value=None),
 FrozenTrial(number=670, state=1, values=[1139.08], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 34, 793220), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 34, 807740), params={'ema1_period': 12, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=670, value=None),
 FrozenTrial(number=671, state=1, values=[1163.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 34, 808313), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 34, 822524), params={'ema1_period': 13, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=671, value=None),
 FrozenTrial(number=672, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 34, 823160), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 34, 837382), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=672, value=None),
 FrozenTrial(number=673, state=1, values=[802.38], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 34, 838048), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 34, 852420), params={'ema1_period': 10, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=673, value=None),
 FrozenTrial(number=674, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 34, 853052), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 34, 867349), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=674, value=None),
 FrozenTrial(number=675, state=1, values=[1153.88], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 34, 868019), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 34, 882284), params={'ema1_period': 12, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=675, value=None),
 FrozenTrial(number=676, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 34, 882834), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 34, 896998), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=676, value=None),
 FrozenTrial(number=677, state=1, values=[802.38], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 34, 897707), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 34, 912073), params={'ema1_period': 10, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=677, value=None),
 FrozenTrial(number=678, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 34, 912651), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 34, 926978), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=678, value=None),
 FrozenTrial(number=679, state=1, values=[1139.08], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 34, 927732), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 34, 941960), params={'ema1_period': 12, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=679, value=None),
 FrozenTrial(number=680, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 34, 942534), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 34, 956676), params={'ema1_period': 11, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=680, value=None),
 FrozenTrial(number=681, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 34, 957181), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 34, 971471), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=681, value=None),
 FrozenTrial(number=682, state=1, values=[1163.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 34, 972184), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 34, 986479), params={'ema1_period': 13, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=682, value=None),
 FrozenTrial(number=683, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 34, 987143), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 35, 2456), params={'ema1_period': 10, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=683, value=None),
 FrozenTrial(number=684, state=1, values=[1153.88], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 35, 3354), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 35, 17628), params={'ema1_period': 12, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=684, value=None),
 FrozenTrial(number=685, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 35, 18524), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 35, 32551), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=685, value=None),
 FrozenTrial(number=686, state=1, values=[802.38], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 35, 33200), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 35, 49520), params={'ema1_period': 10, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=686, value=None),
 FrozenTrial(number=687, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 35, 50454), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 35, 66319), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=687, value=None),
 FrozenTrial(number=688, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 35, 67110), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 35, 82032), params={'ema1_period': 11, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=688, value=None),
 FrozenTrial(number=689, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 35, 82757), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 35, 97286), params={'ema1_period': 10, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=689, value=None),
 FrozenTrial(number=690, state=1, values=[1153.88], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 35, 97988), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 35, 112633), params={'ema1_period': 12, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=690, value=None),
 FrozenTrial(number=691, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 35, 113379), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 35, 127669), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=691, value=None),
 FrozenTrial(number=692, state=1, values=[1153.88], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 35, 128272), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 35, 142775), params={'ema1_period': 12, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=692, value=None),
 FrozenTrial(number=693, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 35, 143393), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 35, 157789), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=693, value=None),
 FrozenTrial(number=694, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 35, 158505), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 35, 182573), params={'ema1_period': 10, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=694, value=None),
 FrozenTrial(number=695, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 35, 183656), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 35, 205535), params={'ema1_period': 11, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=695, value=None),
 FrozenTrial(number=696, state=1, values=[1139.08], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 35, 206453), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 35, 226596), params={'ema1_period': 12, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=696, value=None),
 FrozenTrial(number=697, state=1, values=[979.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 35, 227486), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 35, 442340), params={'ema1_period': 11, 'ema2_period': 31}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=697, value=None),
 FrozenTrial(number=698, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 35, 442892), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 35, 458124), params={'ema1_period': 10, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=698, value=None),
 FrozenTrial(number=699, state=1, values=[863.48], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 35, 458654), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 35, 669701), params={'ema1_period': 11, 'ema2_period': 45}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=699, value=None),
 FrozenTrial(number=700, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 35, 670491), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 35, 685776), params={'ema1_period': 11, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=700, value=None),
 FrozenTrial(number=701, state=1, values=[901.88], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 35, 686358), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 35, 939754), params={'ema1_period': 9, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=701, value=None),
 FrozenTrial(number=702, state=1, values=[1139.08], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 35, 940304), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 35, 956228), params={'ema1_period': 12, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=702, value=None),
 FrozenTrial(number=703, state=1, values=[802.38], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 35, 956813), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 35, 971479), params={'ema1_period': 10, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=703, value=None),
 FrozenTrial(number=704, state=1, values=[1139.08], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 35, 972085), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 35, 988673), params={'ema1_period': 12, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=704, value=None),
 FrozenTrial(number=705, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 35, 989587), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 36, 5422), params={'ema1_period': 11, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=705, value=None),
 FrozenTrial(number=706, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 36, 6213), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 36, 21440), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=706, value=None),
 FrozenTrial(number=707, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 36, 22037), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 36, 36893), params={'ema1_period': 11, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=707, value=None),
 FrozenTrial(number=708, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 36, 37582), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 36, 52746), params={'ema1_period': 10, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=708, value=None),
 FrozenTrial(number=709, state=1, values=[979.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 36, 53389), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 36, 269897), params={'ema1_period': 12, 'ema2_period': 29}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=709, value=None),
 FrozenTrial(number=710, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 36, 270699), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 36, 286214), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=710, value=None),
 FrozenTrial(number=711, state=1, values=[802.38], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 36, 286846), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 36, 301835), params={'ema1_period': 10, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=711, value=None),
 FrozenTrial(number=712, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 36, 302574), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 36, 317156), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=712, value=None),
 FrozenTrial(number=713, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 36, 317756), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 36, 332939), params={'ema1_period': 11, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=713, value=None),
 FrozenTrial(number=714, state=1, values=[1139.08], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 36, 333576), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 36, 348797), params={'ema1_period': 12, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=714, value=None),
 FrozenTrial(number=715, state=1, values=[802.38], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 36, 349409), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 36, 364440), params={'ema1_period': 10, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=715, value=None),
 FrozenTrial(number=716, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 36, 365148), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 36, 379693), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=716, value=None),
 FrozenTrial(number=717, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 36, 380328), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 36, 395153), params={'ema1_period': 11, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=717, value=None),
 FrozenTrial(number=718, state=1, values=[1139.08], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 36, 395876), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 36, 410467), params={'ema1_period': 12, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=718, value=None),
 FrozenTrial(number=719, state=1, values=[802.38], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 36, 411116), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 36, 425968), params={'ema1_period': 10, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=719, value=None),
 FrozenTrial(number=720, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 36, 426762), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 36, 444816), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=720, value=None),
 FrozenTrial(number=721, state=1, values=[1153.88], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 36, 445702), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 36, 462191), params={'ema1_period': 12, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=721, value=None),
 FrozenTrial(number=722, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 36, 462719), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 36, 478404), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=722, value=None),
 FrozenTrial(number=723, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 36, 479074), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 36, 494062), params={'ema1_period': 10, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=723, value=None),
 FrozenTrial(number=724, state=1, values=[1163.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 36, 494631), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 36, 509769), params={'ema1_period': 13, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=724, value=None),
 FrozenTrial(number=725, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 36, 510425), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 36, 525403), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=725, value=None),
 FrozenTrial(number=726, state=1, values=[1139.08], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 36, 525994), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 36, 541174), params={'ema1_period': 12, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=726, value=None),
 FrozenTrial(number=727, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 36, 541742), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 36, 556984), params={'ema1_period': 11, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=727, value=None),
 FrozenTrial(number=728, state=1, values=[802.38], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 36, 557575), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 36, 572506), params={'ema1_period': 10, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=728, value=None),
 FrozenTrial(number=729, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 36, 573096), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 36, 588158), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=729, value=None),
 FrozenTrial(number=730, state=1, values=[1153.88], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 36, 588728), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 36, 603731), params={'ema1_period': 12, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=730, value=None),
 FrozenTrial(number=731, state=1, values=[943.18], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 36, 604314), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 36, 619281), params={'ema1_period': 9, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=731, value=None),
 FrozenTrial(number=732, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 36, 619935), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 36, 634668), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=732, value=None),
 FrozenTrial(number=733, state=1, values=[802.38], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 36, 635201), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 36, 650213), params={'ema1_period': 10, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=733, value=None),
 FrozenTrial(number=734, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 36, 650806), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 36, 665898), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=734, value=None),
 FrozenTrial(number=735, state=1, values=[1153.88], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 36, 666427), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 36, 681485), params={'ema1_period': 12, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=735, value=None),
 FrozenTrial(number=736, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 36, 682056), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 36, 700197), params={'ema1_period': 11, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=736, value=None),
 FrozenTrial(number=737, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 36, 701431), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 36, 717312), params={'ema1_period': 10, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=737, value=None),
 FrozenTrial(number=738, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 36, 718011), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 36, 733762), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=738, value=None),
 FrozenTrial(number=739, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 36, 734541), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 36, 749837), params={'ema1_period': 11, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=739, value=None),
 FrozenTrial(number=740, state=1, values=[1139.08], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 36, 750484), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 36, 765933), params={'ema1_period': 12, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=740, value=None),
 FrozenTrial(number=741, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 36, 766497), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 36, 781924), params={'ema1_period': 11, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=741, value=None),
 FrozenTrial(number=742, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 36, 782502), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 36, 797758), params={'ema1_period': 10, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=742, value=None),
 FrozenTrial(number=743, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 36, 798405), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 36, 823071), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=743, value=None),
 FrozenTrial(number=744, state=1, values=[1153.88], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 36, 824170), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 36, 847563), params={'ema1_period': 12, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=744, value=None),
 FrozenTrial(number=745, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 36, 848514), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 36, 869961), params={'ema1_period': 11, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=745, value=None),
 FrozenTrial(number=746, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 36, 870701), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 36, 886883), params={'ema1_period': 10, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=746, value=None),
 FrozenTrial(number=747, state=1, values=[1163.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 36, 887547), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 36, 903816), params={'ema1_period': 13, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=747, value=None),
 FrozenTrial(number=748, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 36, 904439), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 36, 920393), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=748, value=None),
 FrozenTrial(number=749, state=1, values=[1153.88], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 36, 921078), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 36, 936998), params={'ema1_period': 12, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=749, value=None),
 FrozenTrial(number=750, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 36, 937686), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 36, 953833), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=750, value=None),
 FrozenTrial(number=751, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 36, 954707), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 36, 972212), params={'ema1_period': 10, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=751, value=None),
 FrozenTrial(number=752, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 36, 973193), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 36, 989593), params={'ema1_period': 11, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=752, value=None),
 FrozenTrial(number=753, state=1, values=[1139.08], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 36, 990213), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 37, 5839), params={'ema1_period': 12, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=753, value=None),
 FrozenTrial(number=754, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 37, 6367), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 37, 21903), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=754, value=None),
 FrozenTrial(number=755, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 37, 22483), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 37, 37951), params={'ema1_period': 11, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=755, value=None),
 FrozenTrial(number=756, state=1, values=[802.38], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 37, 38650), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 37, 54262), params={'ema1_period': 10, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=756, value=None),
 FrozenTrial(number=757, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 37, 55319), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 37, 71176), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=757, value=None),
 FrozenTrial(number=758, state=1, values=[1153.88], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 37, 71794), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 37, 87156), params={'ema1_period': 12, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=758, value=None),
 FrozenTrial(number=759, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 37, 87750), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 37, 103109), params={'ema1_period': 10, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=759, value=None),
 FrozenTrial(number=760, state=1, values=[961.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 37, 103743), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 37, 316692), params={'ema1_period': 11, 'ema2_period': 38}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=760, value=None),
 FrozenTrial(number=761, state=1, values=[920.88], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 37, 317460), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 37, 527861), params={'ema1_period': 12, 'ema2_period': 41}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=761, value=None),
 FrozenTrial(number=762, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 37, 528432), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 37, 544412), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=762, value=None),
 FrozenTrial(number=763, state=1, values=[901.88], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 37, 545042), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 37, 560713), params={'ema1_period': 9, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=763, value=None),
 FrozenTrial(number=764, state=1, values=[991.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 37, 561382), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 37, 796120), params={'ema1_period': 10, 'ema2_period': 21}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=764, value=None),
 FrozenTrial(number=765, state=1, values=[1139.08], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 37, 796786), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 37, 813191), params={'ema1_period': 12, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=765, value=None),
 FrozenTrial(number=766, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 37, 813945), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 37, 831745), params={'ema1_period': 11, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=766, value=None),
 FrozenTrial(number=767, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 37, 832827), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 37, 850302), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=767, value=None),
 FrozenTrial(number=768, state=1, values=[802.38], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 37, 851060), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 37, 867024), params={'ema1_period': 10, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=768, value=None),
 FrozenTrial(number=769, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 37, 867589), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 37, 883262), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=769, value=None),
 FrozenTrial(number=770, state=1, values=[1153.88], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 37, 883814), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 37, 899163), params={'ema1_period': 12, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=770, value=None),
 FrozenTrial(number=771, state=1, values=[889.68], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 37, 899915), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 38, 209057), params={'ema1_period': 7, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=771, value=None),
 FrozenTrial(number=772, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 38, 209932), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 38, 226090), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=772, value=None),
 FrozenTrial(number=773, state=1, values=[960.88], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 38, 226588), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 38, 242397), params={'ema1_period': 5, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=773, value=None),
 FrozenTrial(number=774, state=1, values=[831.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 38, 242976), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 38, 469516), params={'ema1_period': 10, 'ema2_period': 27}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=774, value=None),
 FrozenTrial(number=775, state=1, values=[1153.88], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 38, 470275), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 38, 486382), params={'ema1_period': 12, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=775, value=None),
 FrozenTrial(number=776, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 38, 487014), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 38, 502166), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=776, value=None),
 FrozenTrial(number=777, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 38, 502832), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 38, 517974), params={'ema1_period': 11, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=777, value=None),
 FrozenTrial(number=778, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 38, 518576), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 38, 534005), params={'ema1_period': 10, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=778, value=None),
 FrozenTrial(number=779, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 38, 534606), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 38, 549889), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=779, value=None),
 FrozenTrial(number=780, state=1, values=[1139.08], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 38, 550501), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 38, 566011), params={'ema1_period': 12, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=780, value=None),
 FrozenTrial(number=781, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 38, 566601), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 38, 582221), params={'ema1_period': 11, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=781, value=None),
 FrozenTrial(number=782, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 38, 583121), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 38, 602166), params={'ema1_period': 10, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=782, value=None),
 FrozenTrial(number=783, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 38, 602985), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 38, 619900), params={'ema1_period': 11, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=783, value=None),
 FrozenTrial(number=784, state=1, values=[1153.88], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 38, 620489), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 38, 636805), params={'ema1_period': 12, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=784, value=None),
 FrozenTrial(number=785, state=1, values=[826.08], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 38, 637412), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 38, 890886), params={'ema1_period': 11, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=785, value=None),
 FrozenTrial(number=786, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 38, 891595), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 38, 907203), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=786, value=None),
 FrozenTrial(number=787, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 38, 907786), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 38, 923329), params={'ema1_period': 10, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=787, value=None),
 FrozenTrial(number=788, state=1, values=[1153.88], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 38, 923941), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 38, 939447), params={'ema1_period': 12, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=788, value=None),
 FrozenTrial(number=789, state=1, values=[826.08], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 38, 940016), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 38, 955489), params={'ema1_period': 11, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=789, value=None),
 FrozenTrial(number=790, state=1, values=[919.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 38, 956051), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 39, 186520), params={'ema1_period': 10, 'ema2_period': 30}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=790, value=None),
 FrozenTrial(number=791, state=1, values=[1021.38], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 39, 187413), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 39, 395234), params={'ema1_period': 13, 'ema2_period': 48}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=791, value=None),
 FrozenTrial(number=792, state=1, values=[883.18], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 39, 395963), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 39, 632940), params={'ema1_period': 11, 'ema2_period': 22}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=792, value=None),
 FrozenTrial(number=793, state=1, values=[1139.08], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 39, 633648), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 39, 650450), params={'ema1_period': 12, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=793, value=None),
 FrozenTrial(number=794, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 39, 650940), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 39, 667366), params={'ema1_period': 11, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=794, value=None),
 FrozenTrial(number=795, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 39, 667948), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 39, 683657), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=795, value=None),
 FrozenTrial(number=796, state=1, values=[802.38], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 39, 684205), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 39, 699881), params={'ema1_period': 10, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=796, value=None),
 FrozenTrial(number=797, state=1, values=[1139.08], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 39, 700470), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 39, 716023), params={'ema1_period': 12, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=797, value=None),
 FrozenTrial(number=798, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 39, 716544), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 39, 735549), params={'ema1_period': 11, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=798, value=None),
 FrozenTrial(number=799, state=1, values=[840.88], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 39, 736766), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 39, 755118), params={'ema1_period': 10, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=799, value=None),
 FrozenTrial(number=800, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 39, 755783), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 39, 772335), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=800, value=None),
 FrozenTrial(number=801, state=1, values=[832.38], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 39, 772953), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 39, 789001), params={'ema1_period': 9, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=801, value=None),
 FrozenTrial(number=802, state=1, values=[971.18], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 39, 789597), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 39, 805713), params={'ema1_period': 12, 'ema2_period': 35}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=802, value=None),
 FrozenTrial(number=803, state=1, values=[821.08], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 39, 806115), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 40, 35776), params={'ema1_period': 11, 'ema2_period': 25}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=803, value=None),
 FrozenTrial(number=804, state=1, values=[802.38], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 40, 36508), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 40, 52859), params={'ema1_period': 10, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=804, value=None),
 FrozenTrial(number=805, state=1, values=[1140.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 40, 53428), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 40, 69221), params={'ema1_period': 16, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=805, value=None),
 FrozenTrial(number=806, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 40, 69741), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 40, 85426), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=806, value=None),
 FrozenTrial(number=807, state=1, values=[1139.08], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 40, 85862), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 40, 101790), params={'ema1_period': 12, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=807, value=None),
 FrozenTrial(number=808, state=1, values=[1031.88], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 40, 102313), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 40, 338280), params={'ema1_period': 11, 'ema2_period': 20}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=808, value=None),
 FrozenTrial(number=809, state=1, values=[949.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 40, 338787), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 40, 557467), params={'ema1_period': 10, 'ema2_period': 32}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=809, value=None),
 FrozenTrial(number=810, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 40, 558158), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 40, 574314), params={'ema1_period': 11, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=810, value=None),
 FrozenTrial(number=811, state=1, values=[1139.08], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 40, 574873), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 40, 590887), params={'ema1_period': 12, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=811, value=None),
 FrozenTrial(number=812, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 40, 591433), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 40, 610482), params={'ema1_period': 11, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=812, value=None),
 FrozenTrial(number=813, state=1, values=[840.88], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 40, 611282), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 40, 628925), params={'ema1_period': 10, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=813, value=None),
 FrozenTrial(number=814, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 40, 629454), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 40, 645968), params={'ema1_period': 11, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=814, value=None),
 FrozenTrial(number=815, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 40, 646506), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 40, 662784), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=815, value=None),
 FrozenTrial(number=816, state=1, values=[1153.88], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 40, 663328), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 40, 679496), params={'ema1_period': 12, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=816, value=None),
 FrozenTrial(number=817, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 40, 680022), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 40, 696164), params={'ema1_period': 10, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=817, value=None),
 FrozenTrial(number=818, state=1, values=[826.08], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 40, 696706), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 40, 712426), params={'ema1_period': 11, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=818, value=None),
 FrozenTrial(number=819, state=1, values=[1139.08], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 40, 712954), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 40, 728960), params={'ema1_period': 12, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=819, value=None),
 FrozenTrial(number=820, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 40, 729635), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 40, 745191), params={'ema1_period': 11, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=820, value=None),
 FrozenTrial(number=821, state=1, values=[802.38], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 40, 745745), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 40, 761598), params={'ema1_period': 10, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=821, value=None),
 FrozenTrial(number=822, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 40, 762135), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 40, 778091), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=822, value=None),
 FrozenTrial(number=823, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 40, 778607), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 40, 794850), params={'ema1_period': 12, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=823, value=None),
 FrozenTrial(number=824, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 40, 795337), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 40, 811248), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=824, value=None),
 FrozenTrial(number=825, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 40, 811804), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 40, 827855), params={'ema1_period': 10, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=825, value=None),
 FrozenTrial(number=826, state=1, values=[920.48], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 40, 828441), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 41, 95083), params={'ema1_period': 7, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=826, value=None),
 FrozenTrial(number=827, state=1, values=[1150.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 41, 95953), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 41, 113089), params={'ema1_period': 13, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=827, value=None),
 FrozenTrial(number=828, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 41, 113650), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 41, 129811), params={'ema1_period': 11, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=828, value=None),
 FrozenTrial(number=829, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 41, 130377), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 41, 146281), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=829, value=None),
 FrozenTrial(number=830, state=1, values=[1139.08], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 41, 146838), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 41, 162865), params={'ema1_period': 12, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=830, value=None),
 FrozenTrial(number=831, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 41, 163421), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 41, 179381), params={'ema1_period': 11, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=831, value=None),
 FrozenTrial(number=832, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 41, 179894), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 41, 195864), params={'ema1_period': 10, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=832, value=None),
 FrozenTrial(number=833, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 41, 196374), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 41, 212588), params={'ema1_period': 12, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=833, value=None),
 FrozenTrial(number=834, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 41, 213083), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 41, 229058), params={'ema1_period': 11, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=834, value=None),
 FrozenTrial(number=835, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 41, 229569), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 41, 249272), params={'ema1_period': 10, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=835, value=None),
 FrozenTrial(number=836, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 41, 250225), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 41, 269954), params={'ema1_period': 11, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=836, value=None),
 FrozenTrial(number=837, state=1, values=[893.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 41, 270761), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 41, 491848), params={'ema1_period': 12, 'ema2_period': 43}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=837, value=None),
 FrozenTrial(number=838, state=1, values=[943.18], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 41, 492471), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 41, 510736), params={'ema1_period': 9, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=838, value=None),
 FrozenTrial(number=839, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 41, 511191), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 41, 528317), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=839, value=None),
 FrozenTrial(number=840, state=1, values=[826.08], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 41, 528885), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 41, 545165), params={'ema1_period': 11, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=840, value=None),
 FrozenTrial(number=841, state=1, values=[802.38], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 41, 545729), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 41, 562246), params={'ema1_period': 10, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=841, value=None),
 FrozenTrial(number=842, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 41, 562956), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 41, 588311), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=842, value=None),
 FrozenTrial(number=843, state=1, values=[1153.88], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 41, 589285), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 41, 608341), params={'ema1_period': 12, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=843, value=None),
 FrozenTrial(number=844, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 41, 608943), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 41, 627410), params={'ema1_period': 10, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=844, value=None),
 FrozenTrial(number=845, state=1, values=[826.08], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 41, 628042), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 41, 646216), params={'ema1_period': 11, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=845, value=None),
 FrozenTrial(number=846, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 41, 646651), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 41, 665410), params={'ema1_period': 11, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=846, value=None),
 FrozenTrial(number=847, state=1, values=[1139.08], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 41, 666022), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 41, 684309), params={'ema1_period': 12, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=847, value=None),
 FrozenTrial(number=848, state=1, values=[923.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 41, 684770), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 41, 702842), params={'ema1_period': 8, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=848, value=None),
 FrozenTrial(number=849, state=1, values=[826.08], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 41, 703534), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 41, 721145), params={'ema1_period': 11, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=849, value=None),
 FrozenTrial(number=850, state=1, values=[802.38], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 41, 721543), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 41, 738431), params={'ema1_period': 10, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=850, value=None),
 FrozenTrial(number=851, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 41, 738980), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 41, 758314), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=851, value=None),
 FrozenTrial(number=852, state=1, values=[1153.88], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 41, 758719), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 41, 776924), params={'ema1_period': 12, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=852, value=None),
 FrozenTrial(number=853, state=1, values=[840.88], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 41, 777361), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 41, 795194), params={'ema1_period': 10, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=853, value=None),
 FrozenTrial(number=854, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 41, 795627), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 41, 813608), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=854, value=None),
 FrozenTrial(number=855, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 41, 813999), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 41, 832568), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=855, value=None),
 FrozenTrial(number=856, state=1, values=[1153.88], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 41, 833121), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 41, 851553), params={'ema1_period': 12, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=856, value=None),
 FrozenTrial(number=857, state=1, values=[1163.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 41, 852250), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 41, 879403), params={'ema1_period': 13, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=857, value=None),
 FrozenTrial(number=858, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 41, 880244), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 41, 899883), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=858, value=None),
 FrozenTrial(number=859, state=1, values=[850.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 41, 900310), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 42, 132703), params={'ema1_period': 10, 'ema2_period': 28}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=859, value=None),
 FrozenTrial(number=860, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 42, 133189), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 42, 152369), params={'ema1_period': 12, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=860, value=None),
 FrozenTrial(number=861, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 42, 152952), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 42, 169450), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=861, value=None),
 FrozenTrial(number=862, state=1, values=[802.38], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 42, 170034), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 42, 189388), params={'ema1_period': 10, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=862, value=None),
 FrozenTrial(number=863, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 42, 189924), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 42, 207436), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=863, value=None),
 FrozenTrial(number=864, state=1, values=[1139.08], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 42, 208003), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 42, 226028), params={'ema1_period': 12, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=864, value=None),
 FrozenTrial(number=865, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 42, 226560), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 42, 244680), params={'ema1_period': 11, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=865, value=None),
 FrozenTrial(number=866, state=1, values=[826.08], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 42, 245238), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 42, 263098), params={'ema1_period': 11, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=866, value=None),
 FrozenTrial(number=867, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 42, 263643), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 42, 281765), params={'ema1_period': 10, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=867, value=None),
 FrozenTrial(number=868, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 42, 345830), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 42, 373504), params={'ema1_period': 11, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=868, value=None),
 FrozenTrial(number=869, state=1, values=[1139.08], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 42, 374125), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 42, 392233), params={'ema1_period': 12, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=869, value=None),
 FrozenTrial(number=870, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 42, 392765), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 42, 411257), params={'ema1_period': 11, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=870, value=None),
 FrozenTrial(number=871, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 42, 412038), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 42, 438895), params={'ema1_period': 10, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=871, value=None),
 FrozenTrial(number=872, state=1, values=[826.08], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 42, 439605), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 42, 458284), params={'ema1_period': 11, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=872, value=None),
 FrozenTrial(number=873, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 42, 458786), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 42, 477300), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=873, value=None),
 FrozenTrial(number=874, state=1, values=[901.88], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 42, 477829), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 42, 495945), params={'ema1_period': 9, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=874, value=None),
 FrozenTrial(number=875, state=1, values=[1153.88], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 42, 496454), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 42, 514584), params={'ema1_period': 12, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=875, value=None),
 FrozenTrial(number=876, state=1, values=[840.88], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 42, 514975), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 42, 533415), params={'ema1_period': 10, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=876, value=None),
 FrozenTrial(number=877, state=1, values=[1177.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 42, 533796), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 42, 551919), params={'ema1_period': 11, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=877, value=None),
 FrozenTrial(number=878, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 42, 552297), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 42, 570565), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=878, value=None),
 FrozenTrial(number=879, state=1, values=[1163.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 42, 570954), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 42, 589018), params={'ema1_period': 13, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=879, value=None),
 FrozenTrial(number=880, state=1, values=[1120.48], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 42, 589535), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 42, 607744), params={'ema1_period': 15, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=880, value=None),
 FrozenTrial(number=881, state=1, values=[1019.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 42, 608451), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 42, 626495), params={'ema1_period': 16, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=881, value=None),
 FrozenTrial(number=882, state=1, values=[1153.88], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 42, 626896), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 42, 648666), params={'ema1_period': 12, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=882, value=None),
 FrozenTrial(number=883, state=1, values=[1153.78], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 42, 649518), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 42, 669650), params={'ema1_period': 13, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=883, value=None),
 FrozenTrial(number=884, state=1, values=[1139.08], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 42, 670450), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 42, 690623), params={'ema1_period': 12, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=884, value=None),
 FrozenTrial(number=885, state=1, values=[909.68], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 42, 691682), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 42, 713107), params={'ema1_period': 15, 'ema2_period': 23}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=885, value=None),
 FrozenTrial(number=886, state=1, values=[802.38], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 42, 713989), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 42, 732551), params={'ema1_period': 10, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=886, value=None),
 FrozenTrial(number=887, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 42, 733113), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 42, 750505), params={'ema1_period': 11, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=887, value=None),
 FrozenTrial(number=888, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 42, 751026), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 42, 767808), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=888, value=None),
 FrozenTrial(number=889, state=1, values=[1060.38], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 42, 768314), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 42, 785206), params={'ema1_period': 14, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=889, value=None),
 FrozenTrial(number=890, state=1, values=[1080.38], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 42, 785699), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 42, 802503), params={'ema1_period': 17, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=890, value=None),
 FrozenTrial(number=891, state=1, values=[1019.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 42, 802977), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 42, 819350), params={'ema1_period': 16, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=891, value=None),
 FrozenTrial(number=892, state=1, values=[1080.48], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 42, 819845), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 42, 836477), params={'ema1_period': 15, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=892, value=None),
 FrozenTrial(number=893, state=1, values=[1153.78], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 42, 836970), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 42, 853478), params={'ema1_period': 13, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=893, value=None),
 FrozenTrial(number=894, state=1, values=[850.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 42, 853876), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 43, 82814), params={'ema1_period': 17, 'ema2_period': 19}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=894, value=None),
 FrozenTrial(number=895, state=1, values=[1153.78], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 43, 83246), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 43, 100436), params={'ema1_period': 13, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=895, value=None),
 FrozenTrial(number=896, state=1, values=[1080.48], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 43, 100943), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 43, 117723), params={'ema1_period': 15, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=896, value=None),
 FrozenTrial(number=897, state=1, values=[1007.38], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 43, 118198), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 43, 134903), params={'ema1_period': 18, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=897, value=None),
 FrozenTrial(number=898, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 43, 135381), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 43, 152121), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=898, value=None),
 FrozenTrial(number=899, state=1, values=[1120.48], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 43, 152525), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 43, 171299), params={'ema1_period': 15, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=899, value=None),
 FrozenTrial(number=900, state=1, values=[1060.38], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 43, 172136), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 43, 189999), params={'ema1_period': 14, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=900, value=None),
 FrozenTrial(number=901, state=1, values=[1080.48], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 43, 190723), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 43, 208010), params={'ema1_period': 15, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=901, value=None),
 FrozenTrial(number=902, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 43, 208408), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 43, 225425), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=902, value=None),
 FrozenTrial(number=903, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 43, 225939), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 43, 242802), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=903, value=None),
 FrozenTrial(number=904, state=1, values=[1060.38], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 43, 243196), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 43, 260359), params={'ema1_period': 14, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=904, value=None),
 FrozenTrial(number=905, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 43, 260848), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 43, 277697), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=905, value=None),
 FrozenTrial(number=906, state=1, values=[1170.48], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 43, 278176), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 43, 295052), params={'ema1_period': 14, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=906, value=None),
 FrozenTrial(number=907, state=1, values=[1120.48], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 43, 295562), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 43, 312318), params={'ema1_period': 15, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=907, value=None),
 FrozenTrial(number=908, state=1, values=[1170.48], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 43, 312781), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 43, 329770), params={'ema1_period': 14, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=908, value=None),
 FrozenTrial(number=909, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 43, 330253), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 43, 347354), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=909, value=None),
 FrozenTrial(number=910, state=1, values=[1060.38], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 43, 347845), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 43, 364907), params={'ema1_period': 14, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=910, value=None),
 FrozenTrial(number=911, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 43, 365371), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 43, 382256), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=911, value=None),
 FrozenTrial(number=912, state=1, values=[1170.48], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 43, 382622), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 43, 399708), params={'ema1_period': 14, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=912, value=None),
 FrozenTrial(number=913, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 43, 400193), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 43, 418963), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=913, value=None),
 FrozenTrial(number=914, state=1, values=[1170.48], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 43, 419589), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 43, 437370), params={'ema1_period': 14, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=914, value=None),
 FrozenTrial(number=915, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 43, 437915), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 43, 455198), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=915, value=None),
 FrozenTrial(number=916, state=1, values=[1060.38], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 43, 455904), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 43, 473243), params={'ema1_period': 14, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=916, value=None),
 FrozenTrial(number=917, state=1, values=[961.48], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 43, 473760), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 43, 689372), params={'ema1_period': 14, 'ema2_period': 34}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=917, value=None),
 FrozenTrial(number=918, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 43, 690009), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 43, 707283), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=918, value=None),
 FrozenTrial(number=919, state=1, values=[1170.48], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 43, 707764), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 43, 724761), params={'ema1_period': 14, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=919, value=None),
 FrozenTrial(number=920, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 43, 725250), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 43, 742378), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=920, value=None),
 FrozenTrial(number=921, state=1, values=[1060.38], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 43, 742911), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 43, 760009), params={'ema1_period': 14, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=921, value=None),
 FrozenTrial(number=922, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 43, 760394), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 43, 777762), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=922, value=None),
 FrozenTrial(number=923, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 43, 779178), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 43, 796533), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=923, value=None),
 FrozenTrial(number=924, state=1, values=[1170.48], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 43, 797047), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 43, 814081), params={'ema1_period': 14, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=924, value=None),
 FrozenTrial(number=925, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 43, 814570), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 43, 831809), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=925, value=None),
 FrozenTrial(number=926, state=1, values=[951.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 43, 832295), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 43, 851550), params={'ema1_period': 14, 'ema2_period': 50}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=926, value=None),
 FrozenTrial(number=927, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 43, 852333), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 43, 870726), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=927, value=None),
 FrozenTrial(number=928, state=1, values=[1170.48], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 43, 871262), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 43, 889223), params={'ema1_period': 14, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=928, value=None),
 FrozenTrial(number=929, state=1, values=[1039.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 43, 889742), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 43, 907573), params={'ema1_period': 15, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=929, value=None),
 FrozenTrial(number=930, state=1, values=[1170.48], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 43, 908057), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 43, 929173), params={'ema1_period': 14, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=930, value=None),
 FrozenTrial(number=931, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 43, 930361), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 43, 958569), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=931, value=None),
 FrozenTrial(number=932, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 43, 959396), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 43, 980978), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=932, value=None),
 FrozenTrial(number=933, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 43, 981750), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 44, 1161), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=933, value=None),
 FrozenTrial(number=934, state=1, values=[1170.48], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 44, 1797), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 44, 19796), params={'ema1_period': 14, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=934, value=None),
 FrozenTrial(number=935, state=1, values=[1060.38], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 44, 20454), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 44, 38049), params={'ema1_period': 14, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=935, value=None),
 FrozenTrial(number=936, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 44, 38796), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 44, 56738), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=936, value=None),
 FrozenTrial(number=937, state=1, values=[1170.48], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 44, 57390), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 44, 75117), params={'ema1_period': 14, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=937, value=None),
 FrozenTrial(number=938, state=1, values=[1120.48], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 44, 75815), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 44, 93345), params={'ema1_period': 15, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=938, value=None),
 FrozenTrial(number=939, state=1, values=[1060.38], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 44, 93935), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 44, 111700), params={'ema1_period': 14, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=939, value=None),
 FrozenTrial(number=940, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 44, 112654), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 44, 131908), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=940, value=None),
 FrozenTrial(number=941, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 44, 132628), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 44, 150685), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=941, value=None),
 FrozenTrial(number=942, state=1, values=[1170.48], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 44, 151208), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 44, 169057), params={'ema1_period': 14, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=942, value=None),
 FrozenTrial(number=943, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 44, 169609), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 44, 187336), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=943, value=None),
 FrozenTrial(number=944, state=1, values=[1120.48], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 44, 187867), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 44, 205175), params={'ema1_period': 15, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=944, value=None),
 FrozenTrial(number=945, state=1, values=[1170.48], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 44, 205576), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 44, 223483), params={'ema1_period': 14, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=945, value=None),
 FrozenTrial(number=946, state=1, values=[1060.38], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 44, 224008), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 44, 241250), params={'ema1_period': 14, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=946, value=None),
 FrozenTrial(number=947, state=1, values=[919.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 44, 241693), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 44, 464693), params={'ema1_period': 15, 'ema2_period': 24}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=947, value=None),
 FrozenTrial(number=948, state=1, values=[1120.48], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 44, 465382), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 44, 484189), params={'ema1_period': 15, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=948, value=None),
 FrozenTrial(number=949, state=1, values=[1170.48], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 44, 484751), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 44, 502293), params={'ema1_period': 14, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=949, value=None),
 FrozenTrial(number=950, state=1, values=[1003.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 44, 502816), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 44, 711116), params={'ema1_period': 13, 'ema2_period': 47}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=950, value=None),
 FrozenTrial(number=951, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 44, 711803), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 44, 730674), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=951, value=None),
 FrozenTrial(number=952, state=1, values=[1060.38], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 44, 731409), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 44, 755530), params={'ema1_period': 14, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=952, value=None),
 FrozenTrial(number=953, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 44, 756277), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 44, 775659), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=953, value=None),
 FrozenTrial(number=954, state=1, values=[1170.48], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 44, 776193), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 44, 794353), params={'ema1_period': 14, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=954, value=None),
 FrozenTrial(number=955, state=1, values=[960.08], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 44, 794855), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 45, 19019), params={'ema1_period': 14, 'ema2_period': 26}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=955, value=None),
 FrozenTrial(number=956, state=1, values=[984.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 45, 19589), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 45, 39006), params={'ema1_period': 15, 'ema2_period': 39}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=956, value=None),
 FrozenTrial(number=957, state=1, values=[1153.78], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 45, 39560), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 45, 57692), params={'ema1_period': 13, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=957, value=None),
 FrozenTrial(number=958, state=1, values=[1060.38], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 45, 58338), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 45, 76570), params={'ema1_period': 14, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=958, value=None),
 FrozenTrial(number=959, state=1, values=[1170.48], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 45, 77218), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 45, 95299), params={'ema1_period': 14, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=959, value=None),
 FrozenTrial(number=960, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 45, 95874), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 45, 113863), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=960, value=None),
 FrozenTrial(number=961, state=1, values=[1080.48], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 45, 114428), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 45, 132267), params={'ema1_period': 15, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=961, value=None),
 FrozenTrial(number=962, state=1, values=[1153.78], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 45, 132898), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 45, 150889), params={'ema1_period': 13, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=962, value=None),
 FrozenTrial(number=963, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 45, 151682), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 45, 169862), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=963, value=None),
 FrozenTrial(number=964, state=1, values=[1080.48], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 45, 170416), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 45, 190341), params={'ema1_period': 15, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=964, value=None),
 FrozenTrial(number=965, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 45, 191299), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 45, 215083), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=965, value=None),
 FrozenTrial(number=966, state=1, values=[1150.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 45, 215789), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 45, 234855), params={'ema1_period': 13, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=966, value=None),
 FrozenTrial(number=967, state=1, values=[1163.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 45, 235452), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 45, 254102), params={'ema1_period': 13, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=967, value=None),
 FrozenTrial(number=968, state=1, values=[930.98], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 45, 254586), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 45, 468674), params={'ema1_period': 14, 'ema2_period': 37}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=968, value=None),
 FrozenTrial(number=969, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 45, 469264), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 45, 488570), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=969, value=None),
 FrozenTrial(number=970, state=1, values=[1120.48], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 45, 489017), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 45, 506931), params={'ema1_period': 15, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=970, value=None),
 FrozenTrial(number=971, state=1, values=[1060.38], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 45, 507467), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 45, 525600), params={'ema1_period': 14, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=971, value=None),
 FrozenTrial(number=972, state=1, values=[1163.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 45, 526158), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 45, 544325), params={'ema1_period': 13, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=972, value=None),
 FrozenTrial(number=973, state=1, values=[1080.48], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 45, 544902), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 45, 563354), params={'ema1_period': 15, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=973, value=None),
 FrozenTrial(number=974, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 45, 563949), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 45, 581971), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=974, value=None),
 FrozenTrial(number=975, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 45, 582556), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 45, 605593), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=975, value=None),
 FrozenTrial(number=976, state=1, values=[1120.48], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 45, 606485), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 45, 628362), params={'ema1_period': 15, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=976, value=None),
 FrozenTrial(number=977, state=1, values=[1170.48], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 45, 629486), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 45, 656695), params={'ema1_period': 14, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=977, value=None),
 FrozenTrial(number=978, state=1, values=[1060.38], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 45, 657504), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 45, 677279), params={'ema1_period': 14, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=978, value=None),
 FrozenTrial(number=979, state=1, values=[1153.78], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 45, 677887), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 45, 696898), params={'ema1_period': 13, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=979, value=None),
 FrozenTrial(number=980, state=1, values=[1080.48], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 45, 697466), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 45, 716329), params={'ema1_period': 15, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=980, value=None),
 FrozenTrial(number=981, state=1, values=[1163.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 45, 716949), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 45, 735166), params={'ema1_period': 13, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=981, value=None),
 FrozenTrial(number=982, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 45, 735760), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 45, 754114), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=982, value=None),
 FrozenTrial(number=983, state=1, values=[1060.38], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 45, 754675), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 45, 772806), params={'ema1_period': 14, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=983, value=None),
 FrozenTrial(number=984, state=1, values=[1163.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 45, 773691), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 45, 792031), params={'ema1_period': 13, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=984, value=None),
 FrozenTrial(number=985, state=1, values=[1120.48], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 45, 792586), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 45, 810691), params={'ema1_period': 15, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=985, value=None),
 FrozenTrial(number=986, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 45, 811237), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 45, 829340), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=986, value=None),
 FrozenTrial(number=987, state=1, values=[1060.38], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 45, 829864), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 45, 848163), params={'ema1_period': 14, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=987, value=None),
 FrozenTrial(number=988, state=1, values=[1080.48], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 45, 848684), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 45, 867330), params={'ema1_period': 15, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=988, value=None),
 FrozenTrial(number=989, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 45, 868250), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 45, 892817), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=989, value=None),
 FrozenTrial(number=990, state=1, values=[1163.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 45, 893476), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 45, 912039), params={'ema1_period': 13, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=990, value=None),
 FrozenTrial(number=991, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 45, 912642), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 45, 930818), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=991, value=None),
 FrozenTrial(number=992, state=1, values=[813.68], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 45, 931446), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 45, 950001), params={'ema1_period': 15, 'ema2_period': 18}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=992, value=None),
 FrozenTrial(number=993, state=1, values=[1150.28], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 45, 950647), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 45, 968999), params={'ema1_period': 13, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=993, value=None),
 FrozenTrial(number=994, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 45, 969630), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 45, 988130), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=994, value=None),
 FrozenTrial(number=995, state=1, values=[1170.48], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 45, 988777), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 46, 6960), params={'ema1_period': 14, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=995, value=None),
 FrozenTrial(number=996, state=1, values=[1120.48], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 46, 7573), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 46, 25846), params={'ema1_period': 15, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=996, value=None),
 FrozenTrial(number=997, state=1, values=[1163.58], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 46, 26422), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 46, 44446), params={'ema1_period': 13, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=997, value=None),
 FrozenTrial(number=998, state=1, values=[1060.38], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 46, 45042), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 46, 63110), params={'ema1_period': 14, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=998, value=None),
 FrozenTrial(number=999, state=1, values=[1120.48], datetime_start=datetime.datetime(2024, 6, 23, 0, 45, 46, 63900), datetime_complete=datetime.datetime(2024, 6, 23, 0, 45, 46, 82301), params={'ema1_period': 15, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=999, value=None)]

In [10]:

import pandas as pd

df = pd.DataFrame(columns=["ema1_period", "ema2_period", "score"])
for trial in study.trials:
    df.loc[trial.number] = [
        trial.params["ema1_period"],
        trial.params["ema2_period"],
        trial.values[0],
    ]


df

import pandas as pd df = pd.DataFrame(columns=["ema1_period", "ema2_period", "score"]) for trial in study.trials: df.loc[trial.number] = [ trial.params["ema1_period"], trial.params["ema2_period"], trial.values[0], ] df

Out[10]:

	ema1_period	ema2_period	score
0	16.0	15.0	1055.88
1	17.0	46.0	988.78
2	22.0	10.0	1036.78
3	15.0	13.0	1009.38
4	8.0	39.0	900.08
...	...	...	...
995	14.0	11.0	1170.48
996	15.0	10.0	1120.48
997	13.0	11.0	1163.58
998	14.0	12.0	1060.38
999	15.0	10.0	1120.48

1000 rows × 3 columns

Type 1¶

In [11]:

from plotly import express as px

fig = px.scatter(df, x=df.index, y="score")
fig.show()

from plotly import express as px fig = px.scatter(df, x=df.index, y="score") fig.show()

Type 2¶

In [12]:

import plotly.express as px


fig = px.density_contour(
    df,
    x="ema1_period",
    y="ema2_period",
    z="score",
    histfunc="max",
)
fig.update_traces(contours_coloring="fill", contours_showlabels=True)
fig.show()

import plotly.express as px fig = px.density_contour( df, x="ema1_period", y="ema2_period", z="score", histfunc="max", ) fig.update_traces(contours_coloring="fill", contours_showlabels=True) fig.show()

Type 3¶

In [13]:

import plotly.express as px

fig = px.density_heatmap(
    df,
    x="ema1_period",
    y="ema2_period",
    z="score",
    nbinsx=20,
    nbinsy=40,
    histfunc="max",
    color_continuous_scale="Viridis",
)
fig.show()

import plotly.express as px fig = px.density_heatmap( df, x="ema1_period", y="ema2_period", z="score", nbinsx=20, nbinsy=40, histfunc="max", color_continuous_scale="Viridis", ) fig.show()